Download Pluralsight - Python course collection (45+ courses) [AhLaN] Torrent

Torrent Contents Size: 10.9 GB

Pluralsight - Python course collection (45+ courses) [AhLaN]

Download - Lynda,Udemy,Skillshare,Teamtreehouse,Frontend Masters,Pluralsight,Phlearn,Coursera,Egghead,MasterClass.txt

TXT

170 B

Downloaded from Ahlanedu.com.txt

TXT

996 B

Pluralsight - Interpreting Data with Python [AhLaN]

Pluralsight - Finding Relationships in Data with Python [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.64 MB

02. Identifying and Visualizing Common Relationships in Data

01. Module Overview~.mp4	MP4	1.71 MB
02. Prerequisites and Course Outline.mp4	MP4	1.54 MB
03. Statistics in Understanding Data.mp4	MP4	6.44 MB
04. Measures of Central Tendency and Dispersion.mp4	MP4	7.67 MB
05. Bivariate and Multivariate Descriptive Statistics.mp4	MP4	4.65 MB
06. Demo- Loading Cleaning and Preparing Data.mp4	MP4	10.63 MB
07. Demo- Exploring and Visualizing Relationships.mp4	MP4	13.18 MB
08. Demo- Calculating and Visualizing Correlations.mp4	MP4	17.31 MB
09. Autocorrelation~.mp4	MP4	2.16 MB
10. Demo- Calculating and Visualizing Autocorrelation.mp4	MP4	9.99 MB
11. Demo- Line Plots and Bar Graphs.mp4	MP4	7.81 MB
12. Demo- Box Plots Violin Plots and Pie Charts.mp4	MP4	9.7 MB
13. Module Summary~.mp4	MP4	1.74 MB

03. New ModuleIdentifying and Visualizing Probabilistic and Statistical Relationships

01. Module Overview.mp4	MP4	3.55 MB
02. Kernel Density Estimation.mp4	MP4	5.05 MB
03. Demo- Histograms, KDE Plots, Rug Plots.mp4	MP4	14.72 MB
04. Demo- Exploring Continuous and Categorical Relationships.mp4	MP4	13.22 MB
05. Demo- Pairwise Relationships.mp4	MP4	13.08 MB
06. Demo- Visualizing Multiple Relationships with Facets.mp4	MP4	7.97 MB
07. Module Summary.mp4	MP4	1.82 MB

04. Using Interactive Visualizations to Explore Relationships in Data

01. Module Overview.mp4	MP4	2.04 MB
02. Introducing Altair.mp4	MP4	4.06 MB
03. Demo- Getting Started with Altair.mp4	MP4	16.98 MB
04. Demo- Simple Altair Plots to Slice and Explore Data.mp4	MP4	10.86 MB
05. Demo- Visualizing Relationships Using Binning and Aggregation.mp4	MP4	7.98 MB
06. Demo- Interactive Visualizations with Altair.mp4	MP4	17.58 MB
07. Introducing Plotly.mp4	MP4	2.3 MB
08. Demo- Interactive Visualizations for Financial Data Using Plotly.mp4	MP4	11.82 MB
09. Demo- Geographical Plots Using Bubble Maps.mp4	MP4	7.02 MB
10. Summary and Further Study.mp4	MP4	1.91 MB

finding-relationships-data-python~.zip

ZIP

5.54 MB

Pluralsight - Interpreting Data Using Descriptive Statistics with Python [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.23 MB

02. Understanding Descriptive Statistics

01. Module Summary~.mp4	MP4	2.06 MB
02. Prerequisites and Course Outline.mp4	MP4	1.53 MB
03. Introducing Descriptive Statistics.mp4	MP4	5.4 MB
04. Measures of Central Tendency.mp4	MP4	10.43 MB
05. Measures of Dispersion.mp4	MP4	6.72 MB
06. Understanding Variance.mp4	MP4	3.74 MB
07. The Gaussian Distribution.mp4	MP4	5.12 MB
08. Sampling Distribution to Estimate Population Mean.mp4	MP4	10.1 MB
09. Confidence Intervals.mp4	MP4	9.18 MB
10. Skewness and Kurtosis.mp4	MP4	6.72 MB
11. Covariance and Correlation.mp4	MP4	6.24 MB
12. Module Summary~.mp4	MP4	1.82 MB

03. Working with Descriptive Statistics Using Pandas

01. Module Overview.mp4	MP4	3.23 MB
02. Demo- Getting Started with Pandas.mp4	MP4	8.81 MB
03. Demo- Mean and Median.mp4	MP4	12.29 MB
04. Demo- Influence of Outliers on Mean and Median.mp4	MP4	8.75 MB
05. Demo- Quantiles and the Interquartile Range.mp4	MP4	10.5 MB
06. Demo- Variance and Standard Deviation.mp4	MP4	6.01 MB
07. Demo- Interpreting and Visualizing Summary Statistics.mp4	MP4	10.68 MB
08. Demo- Skewness and Kurtosis.mp4	MP4	9.04 MB
09. Demo- Covariance and Correlation.mp4	MP4	12.53 MB
10. Demo- Calculating and Visualizing Confidence Intervals.mp4	MP4	11.01 MB
11. Module Summary.mp4	MP4	2.21 MB

04. Working with Descriptive Statistics Using SciPy and Statsmodels

01. Module Overview.mp4	MP4	3.24 MB
02. Demo- Mean and Median.mp4	MP4	10.94 MB
03. Demo- Influence of Outliers and Mode.mp4	MP4	6.23 MB
04. Demo- Interquartile Range Variance and Standard Deviation.mp4	MP4	12.48 MB
05. Demo- Z-scores Using SciPy.mp4	MP4	12.34 MB
06. Demo- Skewness and Kurtosis for Stock Returns.mp4	MP4	9.78 MB
07. Demo- Descriptive Statistics and Regression Analysis on Bivariate and Multivariate Data.mp4	MP4	14.63 MB
08. Demo- Calculating and Interpreting Confidence Intervals.mp4	MP4	5.4 MB
09. Summary and Further Study.mp4	MP4	2.56 MB

interpreting-data-descriptive-statistics-python~.zip

ZIP

4.36 MB

Pluralsight - Interpreting Data Using Statistical Models with Python [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.6 MB

02. Understanding Inferential Statistics

01. Module Overview~.mp4	MP4	2.26 MB
02. Prerequisites and Course Outline.mp4	MP4	1.76 MB
03. Descriptive Statistics to Summarize Data.mp4	MP4	6.37 MB
04. Introducing Hypothesis Testing.mp4	MP4	7.65 MB
05. Lady Tasting Tea~.mp4	MP4	7.69 MB
06. The Power, Alpha and p-value of a Statistical Test.mp4	MP4	3.77 MB
07. Introducing the t-test~.mp4	MP4	6.16 MB
08. One Sample Location t-test and the Z-Test.mp4	MP4	4.67 MB
09. Other Types of t-tests~.mp4	MP4	9.77 MB
10. One-way ANOVA~.mp4	MP4	9.9 MB
11. Two-way ANOVA~.mp4	MP4	3.84 MB
12. Pearson's Chi2 Test~.mp4	MP4	6.77 MB
13. Module Summary~.mp4	MP4	2.23 MB

03. Performing Hypothesis Testing in Python

01. Module Overview~.mp4	MP4	2.04 MB
02. Demo- Preparing Data for Hypothesis Testing.mp4	MP4	16.08 MB
03. Demo- Performing the Independent t-test.mp4	MP4	12.84 MB
04. Demo- Performing Welch's t-test.mp4	MP4	13.18 MB
05. Demo- Performing the Paired Difference t-test.mp4	MP4	10.43 MB
06. Demo- One-way ANOVA and Tukey's Honest Significant Difference Test.mp4	MP4	10.59 MB
07. Demo- Two-way ANOVA~.mp4	MP4	17.9 MB
08. Demo- Chi2 Analysis~.mp4	MP4	15.05 MB
09. Module Summary~.mp4	MP4	2.13 MB

04. Implementing Predictive Models for Continuous Data

01. Module Overview.mp4	MP4	1.78 MB
02. Introducing Linear Regression.mp4	MP4	5.36 MB
03. Minimizing Mean Square Error.mp4	MP4	4.82 MB
04. Multiple Regression and Adjusted R-square.mp4	MP4	6.95 MB
05. Demo- Preparing Data for Simple Linear Regression.mp4	MP4	12.14 MB
06. Demo- Linear Regression Using Analytical and Machine Learning Techniques.mp4	MP4	10.3 MB
07. Demo- Visualizing Correlations in Data.mp4	MP4	7.21 MB
08. Demo- Selecting Relevant Features for Multiple Regression Using Correlations.mp4	MP4	11.37 MB
09. Demo- Selecting Relevant Features for Multiple Regression Using Mutual Information.mp4	MP4	5.48 MB
10. Module Summary.mp4	MP4	1.86 MB

05. Implementing Predictive Models for Categorical Data

01. Module Overview.mp4	MP4	2.44 MB
02. The Intuition behind Logistic Regression.mp4	MP4	8.94 MB
03. Logistic Regression and Linear Regression.mp4	MP4	4.76 MB
04. Accuracy, Precision, and Recall.mp4	MP4	8.28 MB
05. Demo- Performing Classification Using Logistic Regression.mp4	MP4	12.81 MB
06. Demo- Selecting Features Using Chi2, ANOVA, and Mutual Information.mp4	MP4	14.07 MB
07. Summary and Further Study.mp4	MP4	2.74 MB

interpreting-data-using-statistical-models-python~.zip

ZIP

4.67 MB

Thumbnails

Finding Relationships in Data with Python [AhLaN]~.jpg	JPG	887.24 KB
Interpreting Data Using Descriptive Statistics with Python [AhLaN]~.jpg	JPG	691.74 KB
Interpreting Data Using Statistical Models with Python [AhLaN]~.jpg	JPG	902.08 KB

Pluralsight - Pluralsight - Advanced python [AhLaN]

Pluralsight - Advanced Python [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

5.21 MB

02. Advanced Flow Control

01. Advanced Python~.mp4	MP4	11.85 MB
02. Introducing Advanced Flow Control~.mp4	MP4	679.56 KB
03. Loop-else Clauses and While-else~.mp4	MP4	6.88 MB
04. While-else for Evaluating Stack Programs~.mp4	MP4	18.86 MB
05. For-else Clauses and Handling Search Failure~.mp4	MP4	6.75 MB
06. Alternatives to Loop-else Clauses~.mp4	MP4	3.95 MB
07. Try-else Clauses~.mp4	MP4	2.44 MB
08. Emulating Switch Statements~.mp4	MP4	18.5 MB
09. Dispatching on Type~.mp4	MP4	23.68 MB
10. Double Dispatch with Methods~.mp4	MP4	11.57 MB
11. Summary~.mp4	MP4	3.82 MB

03. Byte-oriented Programming

01. Everything Is Bits and Bytes~.mp4	MP4	1.37 MB
02. Bitwise Operations on Integers~.mp4	MP4	11.19 MB
03. Byte-wise Operations with Integers~.mp4	MP4	4.3 MB
04. The Bytes Type in Depth~.mp4	MP4	7.36 MB
05. The bytearray Type~.mp4	MP4	4.18 MB
06. Interpreting Binary Structures~.mp4	MP4	35.31 MB
07. The memoryview Type~.mp4	MP4	23.51 MB
08. Memory-mapped Files~.mp4	MP4	15.2 MB
09. Summary~.mp4	MP4	2.66 MB

04. Object Internals and Custom Attributes

01. Introducing Object Internals~.mp4	MP4	904.33 KB
02. How are Python Objects Represented-~.mp4	MP4	10.09 MB
03. Overriding __getattr__~.mp4	MP4	4.29 MB
04. Overriding __setattr__~.mp4	MP4	1.48 MB
05. Pitfalls with __getattr__~.mp4	MP4	8.28 MB
06. Overriding __delattr__~.mp4	MP4	2.33 MB
07. Customizing Attribute Storage~.mp4	MP4	7.41 MB
08. Direct vs. Indirect Access to __dict__~.mp4	MP4	1.07 MB
09. Overriding __getattribute__~.mp4	MP4	9.92 MB
10. Attribute Lookup for Special Methods~.mp4	MP4	5.87 MB
11. Where are Methods Stored-~.mp4	MP4	3.59 MB
12. Trading Size for Dynamism with Slots~.mp4	MP4	9.08 MB
13. Summary~.mp4	MP4	2.07 MB

05. Descriptors

01. Introducing Descriptors~.mp4	MP4	9.95 MB
02. Properties are Descriptors~.mp4	MP4	13.32 MB
03. Implementing a Descriptor~.mp4	MP4	21.8 MB
04. Calling Descriptors on Classes~.mp4	MP4	4.19 MB
05. Data vs. Non-data Descriptors~.mp4	MP4	6.28 MB
06. Summary~.mp4	MP4	3 MB

06. Instance Creation

01. Instance Creation~.mp4	MP4	10.18 MB
02. Allocation with __new__()~.mp4	MP4	7.38 MB
03. Customizing Allocation~.mp4	MP4	9.17 MB
04. Summary~.mp4	MP4	1.24 MB

07. Metaclasses

01. Metaclasses~.mp4	MP4	4.42 MB
02. Class Allocation and Initialization~.mp4	MP4	24.23 MB
03. Metaclass Keyword Arguments~.mp4	MP4	10.07 MB
04. Metaclass Method Visibility~.mp4	MP4	5.89 MB
05. Metaclass __call__ - The Instance Constructor~.mp4	MP4	12.96 MB
06. A Practical Metaclass Example~.mp4	MP4	12.31 MB
07. Naming Descriptors Using Metaclasses~.mp4	MP4	12.82 MB
08. Metaclasses and Inheritance~.mp4	MP4	14.23 MB
09. Summary~.mp4	MP4	2.5 MB

08. Class Decorators

01. Class Decorators~.mp4	MP4	6.11 MB
02. Enforcing Class Invariants~.mp4	MP4	13.88 MB
03. Detecting and Wrapping Properties~.mp4	MP4	11.15 MB
04. Chaining Class Decorators~.mp4	MP4	7.33 MB
05. Summary~.mp4	MP4	537.35 KB

09. Abstract Base Classes

01. Introducing Abstract Base Classes~.mp4	MP4	7.83 MB
02. Abstract Base Classes in Python~.mp4	MP4	7.45 MB
03. Abstract Base Classes in Practice~.mp4	MP4	8.63 MB
04. Non-transitive Subclass Relationships~.mp4	MP4	3.22 MB
05. Method Resolution with Virtual Base Classes~.mp4	MP4	3.35 MB
06. Library Support for Abstract Base Classes~.mp4	MP4	5.41 MB
07. Virtual Subclass Registration~.mp4	MP4	1.83 MB
08. Combining Subclass Detection and Registration~.mp4	MP4	5.7 MB
09. The ABC Convenience Base Class~.mp4	MP4	966 KB
10. Declaring Abstract Methods~.mp4	MP4	7.99 MB
11. Combining Method Decorators~.mp4	MP4	5.73 MB
12. Improving @invariant with ABCs~.mp4	MP4	17.91 MB
13. Summary~.mp4	MP4	12.19 MB

advanced-python~.zip

ZIP

7.79 MB

Pluralsight - Full Stack Web Development with Python (WEB2PY) [AhLaN]

01. Introduction

	01. Introduction~.mp4	MP4	10.41 MB
	02. Course Overview~.mp4	MP4	3.81 MB

02. Build & Deploy Our First Web Page

01. Download and Start WEB2PY~.mp4	MP4	13.96 MB
02. Model-View-Controller~.mp4	MP4	8.19 MB
03. Build Our First Web Page~.mp4	MP4	13.92 MB
04. Request Object~.mp4	MP4	21.86 MB
05. Response Object~.mp4	MP4	5.26 MB
06. Business Rules and Libraries~.mp4	MP4	5.2 MB
07. Deploying Our App~.mp4	MP4	12.58 MB

03. Full Stack Web Development Python WEB2PY

01. Build a Blog App~.mp4	MP4	1.94 MB
02. Design the Application and Database.mp4	MP4	2.06 MB
03. Use Models and Validators to Define Data Elements.mp4	MP4	20.61 MB
04. Build the Post Page with WEB2PY SQLFORMs.mp4	MP4	15.19 MB
05. Update Records with SQLFORMS.mp4	MP4	11.7 MB
06. Build the View Page~.mp4	MP4	7.93 MB
07. Summary - Inserting and Updating Records.mp4	MP4	1.22 MB

04. Database Administration

01. Introduction to Database Administration~.mp4	MP4	2.07 MB
02. Importing CSV Files~.mp4	MP4	17.16 MB
03. Query Database Records~.mp4	MP4	15.48 MB
04. Insert, Update, and Delete Database Records~.mp4	MP4	19.46 MB
05. Export CSV Files and Render Data to HTML, JSON, or XML.mp4	MP4	18.32 MB
06. Summary~.mp4	MP4	924.88 KB

05. Filtering, Sorting, Updating Records

01. Introduction~.mp4	MP4	1.01 MB
02. Sample Filters and Sorts~.mp4	MP4	18.33 MB
03. Demo - Contacts App~.mp4	MP4	32.23 MB

06. Role Based Access Control

01. Introduction~.mp4	MP4	3.47 MB
02. Account Registration~.mp4	MP4	12.36 MB
03. Access Control~.mp4	MP4	11.06 MB
04. Miscellaneous Topics~.mp4	MP4	1.81 MB
05. Summary~.mp4	MP4	1.68 MB

07. Relational Database Concepts

01. Relational Database Concepts~.mp4	MP4	7.39 MB
02. Execute SQL~.mp4	MP4	16.44 MB
03. Dictionaries~.mp4	MP4	13.68 MB
04. Reference Integrity~.mp4	MP4	11.13 MB
05. Summary~.mp4	MP4	2.96 MB

08. Miscellaneous Topics

01. Introduction~.mp4	MP4	2.04 MB
02. Sessions~.mp4	MP4	15.95 MB
03. SQL Form Factories~.mp4	MP4	15.26 MB
04. Demo - Prime Numbers~.mp4	MP4	5.85 MB
05. Summary~.mp4	MP4	1.87 MB

09. Farm Fresh Sample App

01. Introduction~.mp4	MP4	3.18 MB
02. Demo - Farm Fresh App~.mp4	MP4	7.27 MB
03. Demo - Model Code~.mp4	MP4	8.04 MB
04. Demo - Controller Code~.mp4	MP4	18.72 MB
05. Demo - View Code~.mp4	MP4	10.8 MB
06. Demo - Menu Code~.mp4	MP4	6.9 MB
07. Summary~.mp4	MP4	2.02 MB

full-stack-web-development-python-web2py~.zip

ZIP

6.98 MB

Pluralsight - Managing Python Packages and Virtual Environments [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

2.41 MB

02. Managing Python Packages with pip

01. Introduction~.mp4	MP4	6.2 MB
02. Getting Started~.mp4	MP4	5.54 MB
03. Demo- Installing pip on Windows~.mp4	MP4	7.4 MB
04. Installing pip on Mac OS or Linux.mp4	MP4	1.73 MB
05. Demo- Linux Installation~.mp4	MP4	7.5 MB
06. Demo- Package Management with pip.mp4	MP4	8.38 MB
07. Demo- Getting Package Information with pip.mp4	MP4	8.43 MB
08. Review~.mp4	MP4	1.85 MB
09. Demo- Where Are Packages Installed-.mp4	MP4	7.88 MB
10. Demo- A Better Way to Call pip~.mp4	MP4	6.31 MB

03. Setting up Your Project with Virtual Environments

01. About Virtual Environments.mp4	MP4	2.62 MB
02. Creating a Virtual Environment.mp4	MP4	8.82 MB
03. Working Inside a Virtual Environment.mp4	MP4	7.86 MB
04. Review~.mp4	MP4	3.1 MB
05. Managing Project Requirements.mp4	MP4	11.9 MB
06. Projects, Requirements, and Versions.mp4	MP4	4.91 MB
07. A Real-world Example.mp4	MP4	12.45 MB
08. Another Example- Testing with Tox.mp4	MP4	11.81 MB

04. Using virtualenvwrapper to Make Your Life Easier

01. Intro and Installation.mp4	MP4	10.54 MB
02. Working with virtualenvwrapper.mp4	MP4	10.34 MB
03. Review~.mp4	MP4	5.16 MB

05. Choosing the Right Tools

01. Introducing pipenv and poetry~.mp4	MP4	10.44 MB
02. Pipenv~.mp4	MP4	12.64 MB
03. Poetry~.mp4	MP4	10.19 MB
04. Conclusion~.mp4	MP4	1.78 MB

managing-python-packages-virtual-environments~.zip

ZIP

3.47 MB

Pluralsight - Python Best Practices for Code Quality [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.06 MB

02. Following Python Style Guidelines- PEP8 and Pylint

01. Introduction- What Is a PEP-.mp4	MP4	6.66 MB
02. Overview of PEP8~.mp4	MP4	3 MB
03. Demo- Applying PEP8 Rules to Your Code.mp4	MP4	21.8 MB
04. Review- PEP8~.mp4	MP4	2.34 MB
05. Demo- Commandline Tools- Pylint.mp4	MP4	22.37 MB
06. Demo- Commandline Tools- Pycodestyle and Black.mp4	MP4	7.5 MB
07. Module Summary~.mp4	MP4	729.38 KB

03. Documenting Your Project

01. Introduction- Docstrings and Sphinx~.mp4	MP4	4.65 MB
02. Demo- Getting Started with Sphinx~.mp4	MP4	13.52 MB
03. Demo- Introducing reStructuredText~.mp4	MP4	8.18 MB
04. Review- Sphinx and reStructuredText~.mp4	MP4	3.84 MB
05. Demo- A Python Project with Docstrings~.mp4	MP4	11.56 MB
06. Demo- Using Apidoc to Generate Documentation from Python Code.mp4	MP4	17.89 MB
07. Review- Apidoc~.mp4	MP4	5.29 MB

04. Improve Your Code with Type Checking

01. Introduction- Static Typing and Type Hints.mp4	MP4	4.07 MB
02. Demo- Type Hints~.mp4	MP4	9.41 MB
03. Review- Type Hints~.mp4	MP4	6.94 MB
04. Demo- Adding Type Hints to Our Project~.mp4	MP4	26.51 MB
05. Demo- mypy~.mp4	MP4	3.66 MB
06. Summary~.mp4	MP4	777.07 KB

python-best-practices-code-quality~.zip

ZIP

4.66 MB

Pluralsight - Python – Beyond the Basics [AhLaN]

01. Prerequisites

01. Prerequisites~.mp4

MP4

14.63 MB

02. Organizing Larger Programs

01. Packages~.mp4	MP4	6.53 MB
02. Imports from sys.path~.mp4	MP4	15.1 MB
03. Implementing Packages~.mp4	MP4	8.29 MB
04. Subpackages~.mp4	MP4	3.34 MB
05. Example- A Full Program~.mp4	MP4	4.89 MB
06. Relative Imports~.mp4	MP4	5.28 MB
07. Controlling Imports with __all__~.mp4	MP4	5.48 MB
08. Namespace Packages~.mp4	MP4	7.94 MB
09. Executable Directories~.mp4	MP4	7.1 MB
10. Recommended Layout~.mp4	MP4	2.58 MB
11. Duck Tails- Modules Are Singletons~.mp4	MP4	4.64 MB
12. Summary~.mp4	MP4	8.15 MB

03. Beyond Basic Functions

01. Function Review~.mp4	MP4	7.33 MB
02. Callable Instances~.mp4	MP4	11.07 MB
03. Classes Are Callable~.mp4	MP4	4.67 MB
04. Conditional Expressions~.mp4	MP4	2.34 MB
05. Lambdas~.mp4	MP4	15.07 MB
06. Detecting Callable Objects~.mp4	MP4	2.03 MB
07. Extended Formal Argument Syntax~.mp4	MP4	15.29 MB
08. Extended Call Syntax~.mp4	MP4	4.76 MB
09. Forwarding Arguments~.mp4	MP4	1.63 MB
10. Duck Tail- Transposing Tables~.mp4	MP4	7.68 MB
11. Summary~.mp4	MP4	7.72 MB

04. Closures and Decorators

01. Local Functions~.mp4	MP4	9.71 MB
02. Returning Functions From Functions~.mp4	MP4	1.63 MB
03. Closures and Nested Scopes~.mp4	MP4	2.75 MB
04. Function Factories~.mp4	MP4	2.84 MB
05. The Nonlocal Keyword~.mp4	MP4	15.94 MB
06. Function Decorators~.mp4	MP4	3.75 MB
07. A First Decorator Example~.mp4	MP4	6.96 MB
08. What Can Be a Decorator-~.mp4	MP4	5.62 MB
09. Instances as Decorators~.mp4	MP4	6.24 MB
10. Multiple Decorators~.mp4	MP4	5.49 MB
11. Decorating Methods~.mp4	MP4	3.37 MB
12. functools.wraps()~.mp4	MP4	12.81 MB
13. Duck Tails- Validating Arguments~.mp4	MP4	9.14 MB
14. Summary~.mp4	MP4	5.39 MB

05. Properties and Class Methods

01. Class Attributes~.mp4	MP4	19.52 MB
02. Static Methods~.mp4	MP4	5.94 MB
03. Class Methods~.mp4	MP4	21.7 MB
04. Static Methods with Inheritance~.mp4	MP4	14.75 MB
05. Class Methods with Inheritance~.mp4	MP4	18.29 MB
06. Properties~.mp4	MP4	28.03 MB
07. Properties and Inheritance~.mp4	MP4	38.37 MB
08. Duck Tail- The Template Method Pattern~.mp4	MP4	13.83 MB
09. Summary~.mp4	MP4	4.56 MB

06. Strings and Representations

01. Two String Representations~.mp4	MP4	3.3 MB
02. repr()~.mp4	MP4	6.11 MB
03. str()~.mp4	MP4	2.39 MB
04. When Are the Representations Used-~.mp4	MP4	5.59 MB
05. Interaction with format()~.mp4	MP4	7.47 MB
06. reprlib~.mp4	MP4	5.63 MB
07. asciii(), ord(), and chr()~.mp4	MP4	3.54 MB
08. Duck Tail- Bigger Isn't Always Better~.mp4	MP4	6.99 MB
09. Summary~.mp4	MP4	7.62 MB

07. Numeric and Scalar Types

01. Reviewing int and float~.mp4	MP4	16.45 MB
02. The Decimal Module and the Decimal Type~.mp4	MP4	23.17 MB
03. Rational Numbers with the Fraction Type~.mp4	MP4	8.3 MB
04. The Complex Type and the cmath Module~.mp4	MP4	13.58 MB
05. Built-In Numeric Functions abs() and round()~.mp4	MP4	6.91 MB
06. Number Base Conversions~.mp4	MP4	4.36 MB
07. The datetime Module and date Type~.mp4	MP4	13.74 MB
08. The time Type~.mp4	MP4	4.95 MB
09. The datetime Type~.mp4	MP4	8.94 MB
10. Durations with the timedelta Type~.mp4	MP4	3.85 MB
11. Arithmetic with datetime~.mp4	MP4	2.06 MB
12. Time Zones~.mp4	MP4	8.94 MB
13. Duck Tail- Floating Point vs. Rational Numbers~.mp4	MP4	43.47 MB
14. Summary~.mp4	MP4	12.09 MB

08. Iterables and Iteration

01. Multi-Input Comprehensions~.mp4	MP4	8.69 MB
02. Nested Comprehensions~.mp4	MP4	3.77 MB
03. The map() Function~.mp4	MP4	7.16 MB
04. Multiple Input Sequences~.mp4	MP4	3.4 MB
05. map() Versus Comprehensions~.mp4	MP4	1.16 MB
06. The filter() Function~.mp4	MP4	3.79 MB
07. The functools.reduce() Function~.mp4	MP4	6.57 MB
08. Combining map() and reduce()~.mp4	MP4	4.65 MB
09. The Iteration Protocols~.mp4	MP4	4.93 MB
10. Putting the Protocols Together~.mp4	MP4	2.74 MB
11. Alternative Iterable Protocol~.mp4	MP4	2.27 MB
12. Extended iter() Format~.mp4	MP4	3.59 MB
13. Duck Tail- Iterator for Streamed Sensor Data~.mp4	MP4	5.31 MB
14. Summary~.mp4	MP4	6.93 MB

09. Inheritance and Subtype Polymorphism

01. Inheritance Overview~.mp4	MP4	7.97 MB
02. A Realistic Example- SortedList~.mp4	MP4	5.36 MB
03. The Built-In isinstance() Function~.mp4	MP4	6.21 MB
04. The Built-In issubclass() Function~.mp4	MP4	1.92 MB
05. Multiple Inheritance~.mp4	MP4	7.5 MB
06. Details of Multiple Inheritance~.mp4	MP4	2.77 MB
07. Method Resolution Order~.mp4	MP4	9.94 MB
08. How Is Method Resolution Order Calculated-~.mp4	MP4	4.08 MB
09. The Built-In super() Function~.mp4	MP4	5.27 MB
10. Class-Bound Super Proxies~.mp4	MP4	5.98 MB
11. Instance-Bound Super Proxies~.mp4	MP4	4.48 MB
12. Calling super() Without Arguments~.mp4	MP4	1.98 MB
13. SortedIntList Explained~.mp4	MP4	4.41 MB
14. The Object Class~.mp4	MP4	5.27 MB
15. Duck Tail- Inheritance for Implementation Sharing~.mp4	MP4	4.95 MB
16. Summary~.mp4	MP4	14.17 MB

10. Implementing Collections

01. Collection Protocol Overview~.mp4	MP4	4.84 MB
02. Collection Construction~.mp4	MP4	14.43 MB
03. The Container Protocol~.mp4	MP4	9.33 MB
04. The Sized Protocol~.mp4	MP4	11.32 MB
05. The Iterable Protocol~.mp4	MP4	12.27 MB
06. The Sequence Protocol- Indexing~.mp4	MP4	12.4 MB
07. The Sequence Protocol- Slicing~.mp4	MP4	19.07 MB
08. Comprehensible Test Results With __repr__()~.mp4	MP4	8.2 MB
09. Implementing Equality and Inequality~.mp4	MP4	25.79 MB
10. The Sequence Protocol- Reversing~.mp4	MP4	7.48 MB
11. The Sequence Protocol- index()~.mp4	MP4	13.92 MB
12. The Sequence Protocol- count()~.mp4	MP4	4.57 MB
13. Improving Performance from O(N) to O(log n)~.mp4	MP4	28.03 MB
14. Refactoring to Avoid Don't Repeat Yourself (DRY)~.mp4	MP4	13.64 MB
15. Checking Protocol Implementations~.mp4	MP4	16.78 MB
16. The Sequence Protocol- Concatenation and Repetition~.mp4	MP4	31.91 MB
17. The Set Protocol~.mp4	MP4	30.19 MB
18. Duck Tail- Making a Mutable Set~.mp4	MP4	4.18 MB
19. Summary~.mp4	MP4	6.58 MB

11. Exceptions and Errors

01. Always Specify an Exception Type~.mp4	MP4	10.39 MB
02. The Standard Exception Hierarchy~.mp4	MP4	16.19 MB
03. Exception Payloads~.mp4	MP4	17.24 MB
04. Defining New Exceptions~.mp4	MP4	12.59 MB
05. Chaining Exceptions~.mp4	MP4	18.14 MB
06. Traceback Objects~.mp4	MP4	9.62 MB
07. Assertions- Internal Invariants~.mp4	MP4	10.03 MB
08. Assertions- Class Invariants~.mp4	MP4	7.17 MB
09. Assertions- Performance~.mp4	MP4	7.15 MB
10. Duck Tail- Preconditions and Postconditions~.mp4	MP4	27.63 MB
11. Summary~.mp4	MP4	5.63 MB

12. Defining Context Managers

01. What Is a Context Manager-~.mp4	MP4	6.08 MB
02. The Context Manager Protocol~.mp4	MP4	4.41 MB
03. A First Context Manager Example~.mp4	MP4	8.48 MB
04. __enter__()~.mp4	MP4	2.04 MB
05. __exit__()~.mp4	MP4	3.86 MB
06. __exit__() and Exception Propagation~.mp4	MP4	5.29 MB
07. The with-statement Expansion~.mp4	MP4	2.17 MB
08. contextlib.contextmanager~.mp4	MP4	12.53 MB
09. Multiple Context Managers~.mp4	MP4	7.02 MB
10. Don't Pass a List!~.mp4	MP4	2.83 MB
11. Duck Tail- Context Managers for Transactions~.mp4	MP4	8.95 MB
12. Summary~.mp4	MP4	6.39 MB

13. Introspection

01. Object Types in Depth~.mp4	MP4	7.06 MB
02. Introspecting Objects~.mp4	MP4	21.8 MB
03. Introspecting Scopes~.mp4	MP4	6.73 MB
04. The Python Standard Library Inspect Module~.mp4	MP4	20.57 MB
05. Duck Tail- An Object Introspection Tool~.mp4	MP4	53.17 MB
06. Summary~.mp4	MP4	4.71 MB

python-beyond-basics~.zip

ZIP

24.71 MB

Pluralsight - Unit Testing with Python [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

4.18 MB

02. Unit Test Fundamentals

01. What Is a Unit Test-~.mp4	MP4	3.92 MB
02. First Example Unit Test~.mp4	MP4	8.55 MB
03. Explanation of 'Test Case' and 'Test Runner'~.mp4	MP4	9.34 MB
04. Exception Checking with assertRaises & Explaination of 'Test Suite'~.mp4	MP4	4.97 MB
05. Skipping a Test Case & Explanation of 'Test Fixture'~.mp4	MP4	15.09 MB
06. Vocabulary Summary~.mp4	MP4	3.27 MB
07. Example of Poor Unit Test Design~.mp4	MP4	13.34 MB
08. Better Design with Arrange-Act-Assert~.mp4	MP4	12.69 MB
09. Detailed Design of Arrange-Act-Assert Test Parts~.mp4	MP4	15.11 MB
10. Module Summary~.mp4	MP4	1.05 MB

03. Unit Testing Why and When

01. Introducing the Module Topics - Why and When~.mp4	MP4	2.1 MB
02. Unit Testing Helps You to Understand What to Build~.mp4	MP4	6.82 MB
03. Unit Testing Helps You to Document the Units~.mp4	MP4	5.43 MB
04. Unit Testing Helps You with Design~.mp4	MP4	12.08 MB
05. Unit Testing Helps You Detect Regression~.mp4	MP4	7.75 MB
06. Limitations of Unit Testing~.mp4	MP4	3.17 MB
07. Unit Testing Is Part of Your Job~.mp4	MP4	1.82 MB
08. Test-Last Process~.mp4	MP4	3.11 MB
09. Test-First Process~.mp4	MP4	5.25 MB
10. Test-Driven Development~.mp4	MP4	3.59 MB
11. Automated Build Servers and Continuous Integration~.mp4	MP4	6.32 MB
12. Module Summary~.mp4	MP4	910.66 KB

04. Unit Testing with pytest

01. Introducing pytest - a Popular Alternative to unittest~.mp4	MP4	4.12 MB
02. First Test Case and Failure Analysis~.mp4	MP4	7.78 MB
03. Using PyCharm's Test Runner~.mp4	MP4	5.65 MB
04. Additional Kinds of Assertion, Including assertRaises~.mp4	MP4	9.6 MB
05. Introduction to Test Fixtures~.mp4	MP4	7.24 MB
06. Cleaning up Fixture Resources, Chaining Fixtures~.mp4	MP4	13.07 MB
07. Organzing Test Code for Larger Programs~.mp4	MP4	8.69 MB
08. Using Markers to Control Which Tests Are Run~.mp4	MP4	16.18 MB
09. Using an HTML Report Plugin & Module Summary~.mp4	MP4	3.32 MB

05. Testable Documentation with doctest

01. Introducing doctest - Embed Unit Tests in Your Docstrings.mp4	MP4	5.76 MB
02. Introduction to Yatzy Example & a First doctest~.mp4	MP4	5.63 MB
03. Using a Test Runner to Execute Your Doctests~.mp4	MP4	6.71 MB
04. Interpreting Test Failures and Updating Your Docstring~.mp4	MP4	5.88 MB
05. Handling Output That Varies Using a Wildcard~.mp4	MP4	14.55 MB
06. Handling Random Numbers, Dictionaries, Floats, and Tracebacks.mp4	MP4	12.14 MB
07. Global Options and Directives~.mp4	MP4	9.53 MB
08. Regression Testing Your Tutorial Documentation~.mp4	MP4	12.48 MB
09. Module Summary~.mp4	MP4	1.08 MB

06. Using Test Doubles

01. What Is a Test Double-~.mp4	MP4	3.07 MB
02. Example Using a Stub~.mp4	MP4	8.16 MB
03. Creating a Stub Using unittest.Mock~.mp4	MP4	5.69 MB
04. Example Using a Fake~.mp4	MP4	9.76 MB
05. Example Using a Dummy~.mp4	MP4	6.6 MB
06. Mocks and Spies Give You a Third Kind of Assertion~.mp4	MP4	3.2 MB
07. Example Using a Spy~.mp4	MP4	17.39 MB
08. Example Using a Mock~.mp4	MP4	15.46 MB
09. Overview of All the Types of Test Double~.mp4	MP4	2.4 MB
10. Using Monkeypatching to Insert a Test Double~.mp4	MP4	9.45 MB
11. Example Using Monkeypatching to Replace a Built-in Function~.mp4	MP4	6.72 MB
12. Module Summary~.mp4	MP4	853.97 KB

07. Parameterized Tests & Test Coverage

01. Module Introduction~.mp4	MP4	655.8 KB
02. Example Using Parameterized Tests with pytest~.mp4	MP4	9.48 MB
03. Example Using Parameterized Tests with unittest~.mp4	MP4	7.28 MB
04. Example Measuring Test Coverage~.mp4	MP4	8.56 MB
05. Example Measuring Branch Coverage~.mp4	MP4	7.6 MB
06. Example Adding Parameterized Tests to Existing Code with Coverage.mp4	MP4	17.57 MB
07. Tracking Coverage Trends~.mp4	MP4	2.22 MB
08. Good Uses for Coverage, and Alternatives for Assessing Test Quality.mp4	MP4	3.28 MB
09. Module Summary~.mp4	MP4	725.29 KB

using-unit-testing-python~.zip

ZIP

40.32 MB

Post~.txt

TXT

8.92 KB

Thumbnails

Pluralsight - Advanced Python [AhLaN]~.jpg	JPG	189.52 KB
Pluralsight - Full Stack Web Development with Python (WEB2PY) [AhLaN]~.jpg	JPG	189.52 KB
Pluralsight - Managing Python Packages and Virtual Environments [AhLaN]~.jpg	JPG	834.39 KB
Pluralsight - Python Best Practices for Code Quality [AhLaN]~.jpg	JPG	979.78 KB
Pluralsight - Python – Beyond the Basics [AhLaN]~.jpg	JPG	80.54 KB
Pluralsight - Unit Testing with Python [AhLaN]~.jpg	JPG	869.15 KB

Pluralsight - Pluralsight - Core Python [AhLaN]

Pluralsight - Advanced Generators and Coroutines [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.2 MB

02. Much More Than Just Iteration- Generators!

01. Just Give up the Next Item- Iteration~.mp4	MP4	8.94 MB
02. A Different Approach- Generators as Iterators.mp4	MP4	7.57 MB
03. When Performance Matters- Laziness vs. Eagerness.mp4	MP4	10.33 MB
04. Demo- Your First Generator~.mp4	MP4	16.57 MB
05. Summary~.mp4	MP4	1.46 MB

03. Creating Your First Generator Based Data Pipeline

01. Much More Than Just Iteration- Pipeline Enabled Generators.mp4	MP4	15.36 MB
02. Why You Don’t Have to Remember All This- Itertools!.mp4	MP4	13.94 MB
03. Demo- All You Need Are Pipelines~.mp4	MP4	17.79 MB
04. Summary~.mp4	MP4	861.36 KB

04. Meet Generators Counterpart- Coroutines

01. Generators Counterpart- Coroutines~.mp4	MP4	7.84 MB
02. Expanding on Coroutines- Priming and Yielding.mp4	MP4	14.77 MB
03. Getting the Final State out of Generators- Returning Values.mp4	MP4	8.31 MB
04. Yield Data Model- Iter, Next, Send, Close, Throw, and Return.mp4	MP4	14.24 MB
05. Demo- The First Coroutine~.mp4	MP4	8.71 MB
06. Summary~.mp4	MP4	1.96 MB

05. Pushing Data through Pipelines with Coroutines

01. Delegate That Task! Yield from Explained.mp4	MP4	23.15 MB
02. Flow That Data with Coroutines~.mp4	MP4	8.87 MB
03. From Pipelines to Concurrency- How Coroutines Changed the World.mp4	MP4	19.66 MB
04. Demo- Putting It All Together; Creating Your Own Event Loop!.mp4	MP4	19.46 MB
05. Summary~.mp4	MP4	3.14 MB

advanced-generators-and-coroutines~.zip

ZIP

8.33 MB

Pluralsight - Core Python- Classes and Object-orientation [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

4.11 MB

02. Class Attributes, Methods, and Properties

01. Overview~.mp4	MP4	7.04 MB
02. Class Attributes~.mp4	MP4	17.68 MB
03. Static Methods~.mp4	MP4	7.47 MB
04. Class Methods~.mp4	MP4	20.17 MB
05. Static Methods with Inheritance~.mp4	MP4	14.15 MB
06. Class Methods with Inheritance~.mp4	MP4	20.08 MB
07. Properties~.mp4	MP4	27.51 MB
08. Properties and Inheritance~.mp4	MP4	31.77 MB
09. Overriding Properties with Template Methods.mp4	MP4	13.64 MB
10. Summary~.mp4	MP4	2.47 MB

03. String Representation of Objects

01. Overview~.mp4	MP4	10.42 MB
02. Customizing repr()~.mp4	MP4	20.07 MB
03. Customizing str()~.mp4	MP4	14.63 MB
04. Customizing format()~.mp4	MP4	28.6 MB
05. Summary~.mp4	MP4	8.75 MB

04. Multiple Inheritance and Method-resolution Order

01. Review- Single Inheritance~.mp4	MP4	10.96 MB
02. Type Inspection~.mp4	MP4	7.62 MB
03. Multiple Inheritance~.mp4	MP4	8.38 MB
04. Method Resolution Order~.mp4	MP4	9.71 MB
05. super()~.mp4	MP4	19.19 MB
06. Resolving the Mystery~.mp4	MP4	7.08 MB
07. Summary~.mp4	MP4	7.24 MB

05. Class Decorators

01. Overview~.mp4	MP4	6.89 MB
02. Can We Synthesize a Method-~.mp4	MP4	7.14 MB
03. Making a Class Decorator~.mp4	MP4	25.59 MB
04. Class Decorator Factories~.mp4	MP4	29.69 MB
05. Summary~.mp4	MP4	2.45 MB

06. Data Classes

01. Data Classes~.mp4	MP4	5.12 MB
02. Defining Data Classes~.mp4	MP4	6.16 MB
03. Hash and Hashability~.mp4	MP4	5.05 MB
04. Dataclass Invariants~.mp4	MP4	9.81 MB
05. Summary~.mp4	MP4	4.96 MB

core-python-classes-object-orientation~.zip

ZIP

28.24 MB

Pluralsight - Core Python- Functions and Functional Programming [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

4.23 MB

02. Function and Callables

01. Review of Functions~.mp4	MP4	7.47 MB
02. Callable Instances~.mp4	MP4	6.42 MB
03. Classes Are Callable~.mp4	MP4	4.67 MB
04. Lambdas~.mp4	MP4	8.84 MB
05. Summary~.mp4	MP4	1.57 MB

03. Extended Argument and Call Syntax

01. Extended Formal Argument Syntax~.mp4	MP4	6.14 MB
02. Keyword and Positional-only Arguments.mp4	MP4	8.19 MB
03. Extended Call Syntax~.mp4	MP4	4.7 MB
04. Summary~.mp4	MP4	1.02 MB

04. Closures

01. Local Functions~.mp4	MP4	9.74 MB
02. Closures and Nested Scopes~.mp4	MP4	4.06 MB
03. The Nonlocal Keyword~.mp4	MP4	8.2 MB
04. Summary~.mp4	MP4	1.3 MB

05. Function Decorators

01. Function Decorators~.mp4	MP4	6.98 MB
02. What Can Be a Decorator-~.mp4	MP4	4.86 MB
03. Applying Multiple Decorators~.mp4	MP4	3.54 MB
04. Preserving Function Metadata~.mp4	MP4	4.84 MB
05. Parameterized Decorators~.mp4	MP4	6.01 MB

06. Functional-style Tools

01. Map~.mp4	MP4	9.26 MB
02. Filter~.mp4	MP4	2.74 MB
03. Reduce~.mp4	MP4	3.88 MB
04. Combining the Tools~.mp4	MP4	4.36 MB

07. Multi-input and Nested Comprehension

	01. Multi-input Comprehensions~.mp4	MP4	6.02 MB
	02. Nested Comprehensions~.mp4	MP4	4.25 MB

core-python-functions-functional-programming~.zip

ZIP

11.14 MB

Pluralsight - Core Python- Getting Started [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.69 MB

02. Installing and Starting Python

01. Overview~.mp4	MP4	1.76 MB
02. Installing Python~.mp4	MP4	7.6 MB
03. Interactive Python~.mp4	MP4	4.02 MB
04. Significant Whitespace~.mp4	MP4	4.75 MB
05. Python Culture~.mp4	MP4	3.62 MB
06. The Python Standard Library~.mp4	MP4	7.98 MB
07. Summary~.mp4	MP4	2.23 MB

03. Scalar Types, Operators, and Control Flow

01. Overview~.mp4	MP4	5.63 MB
02. Relational Operators~.mp4	MP4	1.74 MB
03. Control Flow~.mp4	MP4	2.17 MB
04. While-loops~.mp4	MP4	4.77 MB
05. Summary~.mp4	MP4	1.84 MB

04. Introducing Strings, Collections, and Iteration

01. Overview~.mp4	MP4	1.22 MB
02. String~.mp4	MP4	2.45 MB
03. String Literals~.mp4	MP4	8.18 MB
04. Bytes~.mp4	MP4	2.69 MB
05. List~.mp4	MP4	1.93 MB
06. Dict~.mp4	MP4	1.75 MB
07. For-loop~.mp4	MP4	1.36 MB
08. Putting it all Together~.mp4	MP4	6.99 MB
09. Summary~.mp4	MP4	3.76 MB

05. Modularity

01. Overview~.mp4	MP4	1.79 MB
02. Modules~.mp4	MP4	2.81 MB
03. Functions~.mp4	MP4	5.73 MB
04. __name__~.mp4	MP4	4.4 MB
05. The Python Execution Model~.mp4	MP4	2.54 MB
06. Command Line Arguments~.mp4	MP4	5.21 MB
07. Moment of Zen~.mp4	MP4	850.13 KB
08. Docstrings~.mp4	MP4	2.46 MB
09. Comments~.mp4	MP4	984.79 KB
10. Shebang~.mp4	MP4	2.06 MB
11. Summary~.mp4	MP4	3.62 MB

06. Objects and Types

01. Overview~.mp4	MP4	7.89 MB
02. Passing Arguments and Returning Values~.mp4	MP4	4.57 MB
03. Function Arguments~.mp4	MP4	6.45 MB
04. Python's Type System~.mp4	MP4	1.35 MB
05. Scopes~.mp4	MP4	5.27 MB
06. Moment of Zen~.mp4	MP4	774.45 KB
07. Everything is an Object~.mp4	MP4	1.94 MB
08. Summary~.mp4	MP4	4.03 MB

07. Built-in Collections

01. Overview~.mp4	MP4	959.78 KB
02. Tuples~.mp4	MP4	5.23 MB
03. Strings~.mp4	MP4	10.93 MB
04. Ranges~.mp4	MP4	2.99 MB
05. Lists~.mp4	MP4	11.92 MB
06. Dictionaries~.mp4	MP4	8.98 MB
07. Sets~.mp4	MP4	7.91 MB
08. Protocols~.mp4	MP4	2.88 MB
09. Summary~.mp4	MP4	4.05 MB

08. Exceptions

01. Overview~.mp4	MP4	3.47 MB
02. Exceptions and Control Flow~.mp4	MP4	1.92 MB
03. Handling Exceptions~.mp4	MP4	3.36 MB
04. Exceptions and Programmer Errors~.mp4	MP4	3.2 MB
05. Re-raising Exceptions~.mp4	MP4	2.26 MB
06. Exceptions Are Part of the API~.mp4	MP4	5.83 MB
07. Exceptions and Protocols~.mp4	MP4	2.55 MB
08. Avoid Explicit Type Checks~.mp4	MP4	1.41 MB
09. It's Easier to Ask Forgiveness Than Permission~.mp4	MP4	3.96 MB
10. Cleanup Actions~.mp4	MP4	2.8 MB
11. Platform-Specific Code~.mp4	MP4	4.39 MB
12. Summary~.mp4	MP4	3.29 MB

09. Iteration and Iterables

01. Overview~.mp4	MP4	2.09 MB
02. List and Set Comprehensions~.mp4	MP4	3.57 MB
03. DIctionary Comprehensions~.mp4	MP4	2.85 MB
04. Filtering Comprehensions~.mp4	MP4	1.36 MB
05. Moment of Zen~.mp4	MP4	1.06 MB
06. Iteration Protocols~.mp4	MP4	3.7 MB
07. Generator Functions~.mp4	MP4	4.6 MB
08. Maintaining State in Generators~.mp4	MP4	3.93 MB
09. Laziness and the Infinite~.mp4	MP4	2.02 MB
10. Generator Expressions~.mp4	MP4	3.28 MB
11. Iteration Tools~.mp4	MP4	5.76 MB
12. Summary~.mp4	MP4	2.64 MB

10. Classes

01. Overview~.mp4	MP4	1.81 MB
02. Classes~.mp4	MP4	1.64 MB
03. Defining Classes~.mp4	MP4	2.37 MB
04. Instance Methods~.mp4	MP4	1.64 MB
05. Instance Initializers~.mp4	MP4	9.66 MB
06. A Second Class~.mp4	MP4	5.17 MB
07. Collaborating Classes~.mp4	MP4	3.42 MB
08. Moment of Zen~.mp4	MP4	834.59 KB
09. Booking Seats~.mp4	MP4	13.73 MB
10. Methods for Implementation Details~.mp4	MP4	7.26 MB
11. Object-Oriented Design with Function Objects~.mp4	MP4	6.79 MB
12. Polymorphism and Duck Typing~.mp4	MP4	7.77 MB
13. Inheritance and Implementation Sharing~.mp4	MP4	7.44 MB
14. Summary~.mp4	MP4	5.54 MB

11. File IO and Resource Managements

01. Overview~.mp4	MP4	1.95 MB
02. Opening Files~.mp4	MP4	4.15 MB
03. Writing Text~.mp4	MP4	5.52 MB
04. Reading Text~.mp4	MP4	3.58 MB
05. Appending Text~.mp4	MP4	1.13 MB
06. Iterating over Files~.mp4	MP4	1.84 MB
07. Closing Files with Finally~.mp4	MP4	5.88 MB
08. With-blocks~.mp4	MP4	1.94 MB
09. Moment of Zen~.mp4	MP4	879.96 KB
10. Binary Files~.mp4	MP4	13.2 MB
11. Bitwise Operators~.mp4	MP4	1.3 MB
12. Pixel Data~.mp4	MP4	2.55 MB
13. Reading Binary Data~.mp4	MP4	3.08 MB
14. File-like Objects~.mp4	MP4	4.36 MB
15. Context Managers~.mp4	MP4	2.72 MB
16. Summary~.mp4	MP4	3.6 MB

getting-started-python-core~.zip

ZIP

40.65 MB

Pluralsight - Core Python- Hashing and More Collections [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.26 MB

02. Collections by Type

01. Introduction~.mp4	MP4	3.82 MB
02. Sequence Types~.mp4	MP4	2.74 MB
03. Demo- Sequence Types~.mp4	MP4	20.1 MB
04. Mapping Types~.mp4	MP4	1.97 MB
05. Demo- Mapping Types~.mp4	MP4	8.72 MB
06. Set and Summary~.mp4	MP4	2.56 MB

03. Custom Object equality- __hash__ and __eq__

01. Introduction~.mp4	MP4	6.34 MB
02. Demo- Hashing~.mp4	MP4	17.38 MB
03. Collisions and Equality~.mp4	MP4	11.24 MB
04. Demo- Hashing and Equality~.mp4	MP4	9.39 MB
05. Demo- Hash Immutability~.mp4	MP4	4.61 MB
06. More on Immutability~.mp4	MP4	1.81 MB
07. Dataclass and Summary~.mp4	MP4	4.64 MB

04. More Mapping Types

01. Introduction~.mp4	MP4	2.47 MB
02. Demo- defaultdict~.mp4	MP4	17.71 MB
03. Counter + Demo~.mp4	MP4	39.23 MB
04. OrderedDict + Demo~.mp4	MP4	12.56 MB
05. Summary~.mp4	MP4	541.22 KB

05. More Sequence Types

01. Introduction~.mp4	MP4	10.11 MB
02. Demo- namedtuple~.mp4	MP4	13.36 MB
03. deque~.mp4	MP4	6.17 MB
04. Demo- deque~.mp4	MP4	8.26 MB
05. Summary~.mp4	MP4	756.29 KB

core-python-hashing-more-collections~.zip

ZIP

5.28 MB

Pluralsight - Core Python- Implementing Iterators, Iterables and Collections [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.69 MB

02. Iterators and Iterables

01. Iterators and Iterables~.mp4	MP4	11.09 MB
02. Motivating Iterators- Tree Traversals.mp4	MP4	5.1 MB
03. Breath-first, Level-order Iterator.mp4	MP4	12.5 MB
04. Depth-first, Pre-order Iterator~.mp4	MP4	10.45 MB
05. Depth-first, In-order Iterator~.mp4	MP4	10.12 MB
06. Filtering Iterators~.mp4	MP4	11.63 MB
07. Transforming Iterators~.mp4	MP4	7.55 MB
08. Iterables~.mp4	MP4	10.08 MB
09. The Alternative Iterable Protocol.mp4	MP4	7.9 MB
10. The Extended iter() Form~.mp4	MP4	6.96 MB
11. Summary~.mp4	MP4	2.23 MB

03. Collection Protocol Overview

01. Collection Protocols~.mp4

MP4

9.73 MB

04. The Collection Construction Convention

01. The Construction Convention.mp4

MP4

13.87 MB

05. The Container Protocol

01. The Container Protocol~.mp4

MP4

15.67 MB

06. The Sized Protocol

01. The Sized Protocol~.mp4

MP4

14.5 MB

07. The Iterable Protocol

01. The Iterable Protocol~.mp4

MP4

17.27 MB

08. The Sequence Protocol

01. The Sequence Protocol~.mp4	MP4	2.04 MB
02. Indexing~.mp4	MP4	7.87 MB
03. Slicing~.mp4	MP4	11.99 MB
04. String Representation~.mp4	MP4	9.27 MB
05. Value Equality~.mp4	MP4	12.72 MB
06. Value Inequality~.mp4	MP4	4.21 MB
07. The Hashable Protocol~.mp4	MP4	14.74 MB
08. Reversing a Sequence~.mp4	MP4	5.06 MB
09. The index() Method~.mp4	MP4	7.91 MB
10. The count() Method~.mp4	MP4	6.01 MB
11. The Extended Sequence Protocol~.mp4	MP4	21.71 MB

09. Refactoring to Improve Performance

	01. Refactoring for Performance.mp4	MP4	6.92 MB
	02. Checking Performance~.mp4	MP4	29.38 MB

10. The Collection Abstract Base Classes

01. The Collection Abstract Base Classes.mp4

MP4

15.06 MB

11. The Set Protocol

01. The Set Protocol~.mp4	MP4	20.01 MB
02. Going Further- Mutability~.mp4	MP4	3.27 MB
03. Summary~.mp4	MP4	2.93 MB

core-python-implementing-iterators-iterables-collections~.zip

ZIP

14.16 MB

Pluralsight - Core Python- Introspection [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.1 MB

02. Introspecting Types

01. Introspecting Types~.mp4

MP4

5.26 MB

03. Introspecting Objects

01. Introspecting Objects~.mp4	MP4	5.8 MB
02. Example- Mixed Numerals~.mp4	MP4	2.63 MB
03. Summary~.mp4	MP4	1.64 MB

04. Introspecting Scopes

01. Introspecting Scopes~.mp4

MP4

6.55 MB

05. The Inspect Module

01. The Inspect Module~.mp4

MP4

13.72 MB

06. An Object Introspection Tool

	01. An Object Introspection Tool~.mp4	MP4	26.39 MB
	02. Summary~.mp4	MP4	2.29 MB

core-python-introspection~.zip

ZIP

4.01 MB

Pluralsight - Core Python- Numeric Types, Dates, and Times [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.09 MB

02. Review of int and float

01. Review of int and float~.mp4

MP4

7.74 MB

03. The Decimal Module

01. Construction~.mp4	MP4	3.76 MB
02. Fractional Values, Precision, and Special Values~.mp4	MP4	3.84 MB
03. Combining with Other Types~.mp4	MP4	6.22 MB
04. Summary~.mp4	MP4	1.58 MB

04. The Fractions Module

	01. Construction~.mp4	MP4	2.67 MB
	02. Arithmetic and Operations~.mp4	MP4	3.71 MB

05. Complex Numbers

01. Construction~.mp4	MP4	3.63 MB
02. Operations~.mp4	MP4	1.65 MB
03. A Practical Example~.mp4	MP4	2.34 MB

06. Built-in Functions Relating to Numbers

	01. Built-in Functions for Numbers~.mp4	MP4	3.81 MB
	02. Base Conversions~.mp4	MP4	3.24 MB

07. Dates and Times with the Datetime Module

01. The Datetime Module~.mp4	MP4	3.08 MB
02. Dates~.mp4	MP4	4.81 MB
03. Times~.mp4	MP4	1.74 MB
04. Combined Dates and Times~.mp4	MP4	4.96 MB
05. Durations~.mp4	MP4	2.23 MB
06. Timezones~.mp4	MP4	3.05 MB
07. Summary~.mp4	MP4	1.75 MB

08. Computational Geometry

01. Example Problem- Collinearity~.mp4	MP4	7.11 MB
02. Implementing with float and Fraction~.mp4	MP4	4.99 MB
03. Visualizing the Results~.mp4	MP4	4.79 MB

core-python-numeric-types-dates-times~.zip

ZIP

8.65 MB

Pluralsight - Core Python- Organizing Larger Programs [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.35 MB

02. Nesting Modules with Packages

01. Prerequisites~.mp4	MP4	4.76 MB
02. Introduction to Packages~.mp4	MP4	2.61 MB
03. Locating Modules~.mp4	MP4	4.96 MB
04. Summary~.mp4	MP4	942.22 KB

03. Implementing Packages

01. Creating Packages~.mp4	MP4	6.96 MB
02. Creating a Subpackage~.mp4	MP4	9.54 MB
03. Relative Imports~.mp4	MP4	7.93 MB
04. Using __all__~.mp4	MP4	5.51 MB

04. Namespace and Executable Packages

01. Namespace Packages~.mp4	MP4	4.7 MB
02. Executable Directories~.mp4	MP4	3.92 MB
03. Executable Zip Files~.mp4	MP4	1008.86 KB
04. Executable Packages~.mp4	MP4	5.22 MB

05. Recommended Package Layout

01. Python Project Structure~.mp4	MP4	6.13 MB
02. A Concrete Example- demo_reader~.mp4	MP4	1.78 MB
03. Implementing Plugins with Namespace Packages~.mp4	MP4	6.56 MB
04. Implementing Plugins with setuptools~.mp4	MP4	5.83 MB

06. Package Distribution

01. Source Distributions~.mp4	MP4	3.39 MB
02. Built Distributions~.mp4	MP4	3.32 MB
03. Uploading Packages to a Package Server~.mp4	MP4	6.07 MB
04. Summary~.mp4	MP4	1.41 MB

core-python-organizing-larger-programs~.zip

ZIP

3.99 MB

Pluralsight - Core Python- Robust Resource and Error Handling [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.45 MB

02. Review

01. Review~.mp4

MP4

6.67 MB

03. Exception Hierarchies

01. Exception Hierarchies~.mp4

MP4

12.33 MB

04. Exception Payloads

01. Exception Payloads~.mp4

MP4

9.41 MB

05. User-defined Exceptions

01. User-defined Exceptions~.mp4

MP4

7.68 MB

06. Exception Chaining

	01. Implicit Chaining~.mp4	MP4	6.19 MB
	02. Explicit Chaining~.mp4	MP4	5.92 MB

07. Tracebacks

01. Tracebacks~.mp4

MP4

6.5 MB

08. Assertions

01. Assertions and Invariants~.mp4	MP4	8.52 MB
02. Class Invariants~.mp4	MP4	3.97 MB
03. Assertions and Performance~.mp4	MP4	3.42 MB
04. Postconditions- A Practical Example~.mp4	MP4	17.02 MB

09. Context Managers

01. Introduction~.mp4	MP4	5.14 MB
02. The Context Manager Protocol~.mp4	MP4	10.07 MB
03. Implementing a Context Manager~.mp4	MP4	8.36 MB
04. Expansion of the With-statement~.mp4	MP4	2.98 MB

10. The Context Manager Decorator

01. The Context Manager Decorator~.mp4

MP4

10.71 MB

11. Multiple Context Managers in a With-Statement

01. Multiple Context Managers~.mp4

MP4

10.38 MB

12. Example- Modeling Database Transactions with Context Managers

01. Modeling Database Transactions.mp4

MP4

9.88 MB

core-python-robust-resource-error-handling~.zip

ZIP

13.56 MB

Pluralsight - Core Python- The Numeric Tower, Conversion, and Operators [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

2.45 MB

02. Numeric Types

01. Introduction~.mp4	MP4	3.24 MB
02. Built-in Types Jup~.mp4	MP4	7.69 MB
03. Decimals Jup~.mp4	MP4	7.24 MB
04. Fractions Jup~.mp4	MP4	9.57 MB
05. Integers~.mp4	MP4	2.93 MB
06. Integers Jup~.mp4	MP4	13.75 MB
07. Fractions~.mp4	MP4	6.94 MB
08. Cups Example Jup~.mp4	MP4	33.55 MB
09. Floats~.mp4	MP4	12.57 MB
10. Interest Jup~.mp4	MP4	39.44 MB

03. Implementing Classes that Respond to Operators

	01. Example~.mp4	MP4	2.03 MB
	02. Vector Jup~.mp4	MP4	19.53 MB

core-python-numeric-tower-conversion-operators~.zip

ZIP

431 KB

Pluralsight - Python- The Big Picture [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

2.89 MB

02. What Is Python-

01. Introduction~.mp4	MP4	1.2 MB
02. Getting the Most from This Course~.mp4	MP4	1.57 MB
03. What Is Python-~.mp4	MP4	5.4 MB
04. Why Should Developers Care-~.mp4	MP4	7.98 MB
05. What Makes Python Different-~.mp4	MP4	3.42 MB
06. Summary~.mp4	MP4	574.1 KB

03. When and Where Is Python Being Used-

01. Introduction~.mp4	MP4	1.09 MB
02. Linux Scripting and Administration~.mp4	MP4	29.38 MB
03. Web Development~.mp4	MP4	10.69 MB
04. Application Scripting~.mp4	MP4	16.24 MB
05. Data Science~.mp4	MP4	6.06 MB
06. Summary~.mp4	MP4	1.06 MB

04. First Steps with Python

01. Introduction~.mp4	MP4	1.25 MB
02. The Basics~.mp4	MP4	7.15 MB
03. Learning and Documentation~.mp4	MP4	6.88 MB
04. Working with the Code of Others~.mp4	MP4	6.63 MB

05. Continuing Your Python Journey

01. Introduction~.mp4	MP4	1.25 MB
02. Python 2 vs. Python 3~.mp4	MP4	3.63 MB
03. Executing Python Code~.mp4	MP4	32.61 MB
04. Summary~.mp4	MP4	2.24 MB

python-big-picture~.zip

ZIP

2.49 MB

Post~.txt

TXT

19.18 KB

Thumbnails

Pluralsight - Advanced Generators and Coroutines [AhLaN]~.jpg	JPG	855.67 KB
Pluralsight - Core Python- Classes and Object-orientation [AhLaN]~.jpg	JPG	774.45 KB
Pluralsight - Core Python- Functions and Functional Programming [AhLaN]~.jpg	JPG	807.27 KB
Pluralsight - Core Python- Getting Started [AhLaN]~.jpg	JPG	782.68 KB
Pluralsight - Core Python- Hashing and More Collections [AhLaN]~.jpg	JPG	774.18 KB
Pluralsight - Core Python- Implementing Iterators, Iterables and Collections [AhLaN]~.jpg	JPG	726.17 KB
Pluralsight - Core Python- Introspection [AhLaN]~.jpg	JPG	915.33 KB
Pluralsight - Core Python- Numeric Types, Dates, and Times [AhLaN]~.jpg	JPG	706.02 KB
Pluralsight - Core Python- Organizing Larger Programs [AhLaN]~.jpg	JPG	1.14 MB
Pluralsight - Core Python- Robust Resource and Error Handling [AhLaN]~.jpg	JPG	824.32 KB
Pluralsight - Core Python- The Numeric Tower, Conversion, and Operators [AhLaN]~.jpg	JPG	936.47 KB
Pluralsight - Python- The Big Picture [AhLaN]~.jpg	JPG	189.52 KB

Pluralsight - Python for Data Analysts [AhLaN]

Pluralsight - Building Your First Python Analytics Solution [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.97 MB

02. Getting Started with Python for Analytics

01. Module Overview~.mp4	MP4	2.13 MB
02. Prerequisites and Course Outline~.mp4	MP4	1.81 MB
03. Python for Data Analytics~.mp4	MP4	8.63 MB
04. Python Development Environments~.mp4	MP4	7.03 MB
05. Python Packages~.mp4	MP4	6.37 MB
06. Demo- Windows - Installing Python and Using Pip to Install Packages.mp4	MP4	8.27 MB
07. Demo- MacOS - Using Brew to Install Python 3.mp4	MP4	9.3 MB
08. Demo- MacOS - Using Pip to Install Packages.mp4	MP4	7.68 MB
09. Demo- Installing and Working with Virtual Environments.mp4	MP4	7.27 MB
10. Demo- Editing a Python Script Using Nano and Vim.mp4	MP4	5.4 MB
11. Demo- Editing a Python Script Using SublimeText.mp4	MP4	6.71 MB
12. Demo- Using Online Editors to Write Python Code.mp4	MP4	7.02 MB
13. Module Summary~.mp4	MP4	2.34 MB

03. Working with Python Using Anaconda

01. Module Overview~.mp4	MP4	2.08 MB
02. Introducing Jupyter Notebooks~.mp4	MP4	5.12 MB
03. Demo- Windows Installing Anaconda and Running Jupyter Notebooks.mp4	MP4	6.71 MB
04. Demo- Mac OS Installing Anaconda and Running Jupyter Notebooks.mp4	MP4	13.24 MB
05. Demo- Installing the Python 2 Kernel along with Python 3.mp4	MP4	8.53 MB
06. Demo- Executing Code in Jupyter~.mp4	MP4	6.6 MB
07. Demo- Restarting and Switching Kernels~.mp4	MP4	9.62 MB
08. Demo- Exploring Magic Commands~.mp4	MP4	9.75 MB
09. Demo- Line Magic and Cell Magic Commands.mp4	MP4	8.13 MB
10. Demo- Exploring Interactive Widgets~.mp4	MP4	8.76 MB
11. Demo- Wrangling and Visualizing Data~.mp4	MP4	10.37 MB
12. Module Summary~.mp4	MP4	2.2 MB

04. Working with Python Using Other IDEs

01. Module Overview~.mp4	MP4	2.65 MB
02. Exploring Popular IDEs for Python~.mp4	MP4	3.73 MB
03. Demo- Installing and Setting up IDLE~.mp4	MP4	11.24 MB
04. Demo- Running and Debugging Code with IDLE.mp4	MP4	15.68 MB
05. Demo- Installing Eclipse and Setting up the PyDev Plugin.mp4	MP4	13.34 MB
06. Demo- Running and Debugging Code with Eclipse.mp4	MP4	18.37 MB
07. Demo- Installing and Setting up PyCharm.mp4	MP4	11.39 MB
08. Demo- Running and Debugging Code with PyCharm.mp4	MP4	18.44 MB
09. Demo- Working with Spyder~.mp4	MP4	18.3 MB
10. Module Summary~.mp4	MP4	2.03 MB

05. Working with Python on the Cloud

01. Module Overview~.mp4	MP4	2.41 MB
02. Jupyter on the Cloud~.mp4	MP4	5.61 MB
03. Demo- Getting Started with Azure Notebooks.mp4	MP4	9.26 MB
04. Demo- Analyzing and Visualizing Data on Azure Notebooks.mp4	MP4	17.9 MB
05. Demo- Setting up and Connecting to Cloud Datalab on the GCP.mp4	MP4	14.51 MB
06. Demo- Building a Simple Regression Model on Datalab.mp4	MP4	11.84 MB
07. Demo- Setting up a SageMaker Notebook Instance on AWS.mp4	MP4	10.97 MB
08. Demo- Executing Code to Integrate with S3 Buckets.mp4	MP4	11.99 MB
09. Summary and Further Study~.mp4	MP4	2.5 MB

building-first-python-analytics-solution~.zip

ZIP

2.62 MB

Pluralsight - Cleaning Data- Python Data Playbook [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

4.22 MB

02. Understanding Your Data

01. Introduction~.mp4	MP4	3.55 MB
02. Viewing and Converting Types~.mp4	MP4	9.94 MB
03. Aggregating Data~.mp4	MP4	8.8 MB
04. Normalizing Data~.mp4	MP4	8.05 MB
05. Transforming Data~.mp4	MP4	8.25 MB
06. Filtering Data~.mp4	MP4	7.01 MB
07. Review~.mp4	MP4	1.98 MB

03. Removing and Fixing Columns with pandas

01. Introduction~.mp4	MP4	2.67 MB
02. Dropping Columns~.mp4	MP4	11.1 MB
03. Changing Column Casing~.mp4	MP4	5.87 MB
04. Renaming Columns~.mp4	MP4	10.31 MB
05. Review~.mp4	MP4	2.23 MB

04. Indexing and Filtering Datasets

01. Introduction~.mp4	MP4	1.56 MB
02. Direct Filtering with Square Brackets~.mp4	MP4	9.27 MB
03. Data Indexing with .loc~.mp4	MP4	8.56 MB
04. Using .iloc to Access Specific Rows or Columns~.mp4	MP4	9.93 MB
05. Filtering Data with str.contains~.mp4	MP4	12.59 MB
06. Review~.mp4	MP4	2.54 MB

05. Handling Bad, Missing, and Duplicate Data

01. Introduction~.mp4	MP4	2.29 MB
02. Stripping White Space~.mp4	MP4	6.06 MB
03. Replacing Bad Data with NaN~.mp4	MP4	13.03 MB
04. Filling Missing Data with a Value~.mp4	MP4	5.39 MB
05. Dropping Rows of Data~.mp4	MP4	9.34 MB
06. Identifying and Dropping Duplicate Data~.mp4	MP4	15.06 MB
07. Review~.mp4	MP4	2.99 MB

cleaning-data-python-data-playbook~.zip

ZIP

4.75 MB

Pluralsight - Create and Share Analytics with Jupyter Notebooks [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

4.55 MB

02. Getting Started with Jupyter Notebooks

01. Module Overview~.mp4	MP4	2.18 MB
02. Prerequisites and Course Outline.mp4	MP4	1.98 MB
03. Introducing Jupyter Notebooks~.mp4	MP4	8.89 MB
04. Demo- Windows - Installing Anaconda and Jupyter Notebooks.mp4	MP4	11.95 MB
05. Demo- Windows - Installing Jupyter Notebooks Using Pip.mp4	MP4	10.76 MB
06. Demo- MacOS - Installing Anaconda and Jupyter Notebooks.mp4	MP4	14.8 MB
07. Demo- MacOS - Installing Anaconda and Jupyter Notebooks Using the Command Line Installer.mp4	MP4	13.64 MB
08. Demo- Running Jupyter Notebooks and Jupyter Lab in Docker Containers.mp4	MP4	9.73 MB
09. Demo- MacOS - Installing Jupyter Lab Using Pip.mp4	MP4	12.84 MB
10. Module Summary~.mp4	MP4	1.99 MB

03. Understanding Jupyter Notebooks

01. Module Overview~.mp4	MP4	2.08 MB
02. Demo- Exploring the Notebook Interface~.mp4	MP4	12.16 MB
03. Demo- Restarting the Kernel~.mp4	MP4	8.91 MB
04. Demo- Customizing Shortcuts~.mp4	MP4	9.51 MB
05. Demo- Notebook Limits and Shutting down Kernels.mp4	MP4	9.27 MB
06. Demo- Using Python 2 and Python 3 Kernels.mp4	MP4	10.34 MB
07. Demo- Using R and Python 3 Kernels~.mp4	MP4	5.42 MB
08. Demo- Exploring Line and Cell Magic Commands.mp4	MP4	15.62 MB
09. Module Summary~.mp4	MP4	2.17 MB

04. Creating Shareable Analyses in Jupyter Notebooks

01. Module Overview~.mp4	MP4	2.15 MB
02. Demo- Analyzing and Visualizing Data.mp4	MP4	14.82 MB
03. Demo- Exploring Interactive Widgets.mp4	MP4	14.77 MB
04. Demo- Adding Interactivity to Custom Functions.mp4	MP4	14.2 MB
05. Demo- Save, Checkpoint, and Export Notebooks.mp4	MP4	4.1 MB
06. Demo- Share Notebooks on Github.mp4	MP4	14.86 MB
07. Module Summary~.mp4	MP4	2.28 MB

05. Working with Cloud-hosted Jupyter Notebooks

01. Module Overview~.mp4	MP4	3.17 MB
02. Running Hosted Jupyter Notebooks on the Cloud.mp4	MP4	5.95 MB
03. Demo- Creating and Working with Notebook Instances on Amazon SageMaker.mp4	MP4	13.42 MB
04. Demo- Uploading Notebooks to SageMaker and Using the Terminal Window.mp4	MP4	8.63 MB
05. Demo- Exploring and Working with Azure Notebooks.mp4	MP4	9.94 MB
06. Demo- Hosted Notebooks on a GCP Deep Learning Virtual Machine.mp4	MP4	10.89 MB
07. Demo- Uploading Files and Running Code on GCP.mp4	MP4	7.79 MB
08. Summary and Further Study~.mp4	MP4	2.38 MB

create-share-analytics-jupyter-notebooks~.zip

ZIP

11.13 MB

Pluralsight - Data Wrangling with Python [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.14 MB

02. Concatenating and Merging Data from Different Sources

01. Course and Module Introduction~.mp4	MP4	2.73 MB
02. Software and Course Prerequisites~.mp4	MP4	2.03 MB
03. Concatenating Datasets~.mp4	MP4	11.55 MB
04. Merging Datasets~.mp4	MP4	6.99 MB
05. Merge Keys~.mp4	MP4	4.93 MB
06. The How Parameter~.mp4	MP4	5.23 MB
07. Demo- Disambiguating Merged Columns and Updating Dataframes.mp4	MP4	3.29 MB
08. Summary~.mp4	MP4	2.28 MB

03. Combining Data into Groups

01. Module Introduction~.mp4	MP4	1.16 MB
02. The GroupBy Function~.mp4	MP4	3.28 MB
03. Demo- Why and How to Use the GroupBy Function~.mp4	MP4	8.62 MB
04. Filter and Transform with GroupBy~.mp4	MP4	5.47 MB
05. Demo- Grouping Multi-index Data~.mp4	MP4	4.42 MB

04. Normalizing Data with Pandas

01. Module Introduction~.mp4	MP4	1.69 MB
02. Normalizing Data - What and Why~.mp4	MP4	3.13 MB
03. Simple Feature Scaling~.mp4	MP4	3.48 MB
04. Min-max Scaling~.mp4	MP4	3.44 MB
05. Z-score Normalization~.mp4	MP4	3.56 MB
06. Points to Consider for Data Normalization and Summary~.mp4	MP4	3.6 MB

05. Reshaping Data with Python

01. Module Introduction~.mp4	MP4	1.36 MB
02. Introduction to Data Reshaping~.mp4	MP4	3.7 MB
03. Reshape Long Data to Wide Data with the Pivot Function~.mp4	MP4	6.1 MB
04. Reshape Wide Data to Long Using the Melt Function~.mp4	MP4	3.58 MB
05. Reshape Data Using the Stack and Unstack Functions~.mp4	MP4	4.15 MB
06. Reshaping and Aggregation with Pivot Table~.mp4	MP4	3.47 MB
07. Summary~.mp4	MP4	1020.86 KB

06. Data Encoding with Python

01. Module Introduction~.mp4	MP4	1.59 MB
02. One-hot Encoding~.mp4	MP4	3.74 MB
03. Demo- Convert Categorical Values Using One-hot Encoding~.mp4	MP4	6.14 MB
04. Create Dummy Variables with Pandas~.mp4	MP4	4.87 MB
05. Create Frequency Table with the Crosstab Function~.mp4	MP4	7.88 MB
06. Summary and Feedback~.mp4	MP4	1.8 MB

data-wrangling-python~.zip

ZIP

3.27 MB

Pluralsight - Importing Data- Python Data Playbook [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

4.36 MB

02. Importing Text Data into Python Using NumPy

	01. Importing Text Data into Python Using NumPy.mp4	MP4	15.31 MB
	02. Importing Flat Files and Numeric Data Using NumPy.mp4	MP4	17 MB

03. Importing CSV Data into Python Using csv and pandas

01. Importing CSV Data into Python Using csv and pandas.mp4	MP4	1.54 MB
02. Importing CSV Files Using the Python csv Module.mp4	MP4	17.37 MB
03. Importing Text and CSV Files Using pandas.mp4	MP4	36.17 MB

04. Import Data into Python from JSON and XML Files

01. Importing Data into Python from JSON and XML Files.mp4	MP4	2.62 MB
02. Importing Data into Python from JSON Using the JSON Library.mp4	MP4	39.38 MB
03. Importing Data into Python from XML Using the ElementTree XML API.mp4	MP4	17.7 MB

05. Import Data into Python from Excel Files

	01. Importing Data into Python from Excel Files.mp4	MP4	1.8 MB
	02. Importing Excel Files Using pandas~.mp4	MP4	22.44 MB

06. Import Data into Python from Common Binary Data File Formats

01. Importing Data into Python from Common Binary Data File Formats.mp4	MP4	1.07 MB
02. Reading SAS Files with pandas.mp4	MP4	6.64 MB
03. Reading Stata Files with pandas.mp4	MP4	5.16 MB
04. Reading HDF5 Files~.mp4	MP4	6.54 MB
05. Reading Matlab Files~.mp4	MP4	3.09 MB
06. Reading Pickle Files~.mp4	MP4	7.09 MB

07. Import Data into Python from Relational Databases

01. Importing Data into Python from Relational Databases.mp4	MP4	1.77 MB
02. Importing sqlite Database Files~.mp4	MP4	8.64 MB
03. Taking Advantage of pandas DataFrames When Querying sqlite.mp4	MP4	3.41 MB
04. Working with Databases Using SQLAlchemy.mp4	MP4	8.11 MB
05. Importing Data from Relational Databases with pandas (MySQL).mp4	MP4	8.52 MB
06. Working with PostgreSQL with psycopg2 and SQLAlchemy.mp4	MP4	3.77 MB
07. Importing Relational Data~.mp4	MP4	4.68 MB

python-importing-data-playbook~.zip

ZIP

18.29 MB

Pluralsight - Leveraging Online Resources for Python Analytics [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.69 MB

02. Getting Started with Python Analytics

01. Module Overview~.mp4	MP4	1.82 MB
02. Prerequisites and Course Outline~.mp4	MP4	1.69 MB
03. Python for Data Analysts~.mp4	MP4	9.43 MB
04. Python Resources for Analysts~.mp4	MP4	6.77 MB
05. Demo- Exploring Online Resources~.mp4	MP4	24.22 MB
06. Workflows in Data Analytics~.mp4	MP4	7.5 MB
07. Demo- Cleaning Data~.mp4	MP4	11.14 MB
08. Demo- Summary Statistics and Basic Analysis.mp4	MP4	4.94 MB
09. Demo- Visualizing Relationships in Data.mp4	MP4	9.62 MB
10. Demo- Sharing Visualizations Online Using Plotly.mp4	MP4	12.55 MB
11. Demo- Prototyping a Classifier~.mp4	MP4	5.56 MB
12. Demo- Writing a Python Script for a Classification Model.mp4	MP4	15.2 MB
13. Module Summary~.mp4	MP4	1.8 MB

03. Leveraging Online Resources for Python Analytics with BigML

01. Module Overview.mp4	MP4	1.99 MB
02. Introducing Big ML.mp4	MP4	3.89 MB
03. Demo- Getting Started with Big ML.mp4	MP4	3.39 MB
04. Demo- Configuring Data Sources and Creating Datasets.mp4	MP4	21.36 MB
05. Demo- Data Preparation and Visualization.mp4	MP4	15.17 MB
06. Demo- Splitting into Training and Test Subsets.mp4	MP4	4.91 MB
07. Demo- Building Models.mp4	MP4	12.31 MB
08. Demo- Evaluating Models.mp4	MP4	4.54 MB
09. Demo- Batch and Individual Predictions.mp4	MP4	14.15 MB
10. Demo- Clustering.mp4	MP4	11.78 MB
11. Demo- Anomaly Detection.mp4	MP4	7.97 MB
12. Module Summary.mp4	MP4	2.01 MB

04. Working with Interactive Environment Using Google Colab

01. Module Overview~.mp4	MP4	2.04 MB
02. Introducing Google Colab.mp4	MP4	2.8 MB
03. Demo- Introducing the Google Colab Interface.mp4	MP4	8.62 MB
04. Demo- Colab Notebooks—Similar yet Different.mp4	MP4	4.46 MB
05. Demo- Interactive Forms.mp4	MP4	9.61 MB
06. Demo- Accessing Google Drive Contents from Colab.mp4	MP4	4.96 MB
07. Demo- Widgets~.mp4	MP4	10.59 MB
08. Demo- Building a Regression Model.mp4	MP4	11.7 MB
09. Demo- Integrating with Github.mp4	MP4	5.88 MB
10. Summary and Further Study.mp4	MP4	2.35 MB

leveraging-online-resources-python-analytics~.zip

ZIP

3.33 MB

Pluralsight - Programming Python Using an IDE [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

4.3 MB

02. Programming Python Using an IDE! But Why- And Which One-

01. Programming Python Using an IDE! But Why- And Which One-.mp4	MP4	18.67 MB
02. Code Editors vs. Integrated Development Environments.mp4	MP4	3.36 MB
03. Overview of Available Code Editors for Python.mp4	MP4	28.95 MB
04. Configuring Python Features for Specific Code Editors.mp4	MP4	29.73 MB
05. Takeaway~.mp4	MP4	2.7 MB

03. Improving Your Productivity Programming in Python with an IDE

01. Improving Your Productivity Programming in Python with an IDE.mp4	MP4	21.35 MB
02. Customizing IDEs~.mp4	MP4	22.75 MB
03. Features That Improve Productivity Coding with an IDE.mp4	MP4	19.65 MB
04. Organizing, Navigating, Refactoring, and Styling Code.mp4	MP4	31.56 MB
05. Running and Debugging Python Code with an IDE.mp4	MP4	26.3 MB
06. Integrating with Version Control Using an IDE.mp4	MP4	25.84 MB
07. Working with Databases in Python Using an IDE.mp4	MP4	7.93 MB
08. Unit Testing with an IDE~.mp4	MP4	7.59 MB
09. Takeaway~.mp4	MP4	3.76 MB

04. Leveraging a Python IDE for Data Science

01. Leveraging a Python IDE for Data Science~.mp4	MP4	4.24 MB
02. Leveraging Data Science and Scientific Tools in PyCharm.mp4	MP4	5.38 MB
03. Working with an IDE Built for Scientific Python- Spyder.mp4	MP4	4.86 MB
04. Using Jupyter Notebook for Data Science~.mp4	MP4	8.06 MB
05. Using Apache Zeppelin for Data Science~.mp4	MP4	4.84 MB
06. Cloudera Data Science Workbench for Data Science at Scale.mp4	MP4	10.29 MB
07. Takeaway~.mp4	MP4	1.68 MB

05. Final Takeaway

01. Final Takeaway~.mp4

MP4

3.04 MB

python-programming-using-ide~.zip

ZIP

9.03 MB

Pluralsight - Pygal- Python Data Playbook [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

4.16 MB

02. Getting Data into Pygal

01. Overview~.mp4	MP4	2.18 MB
02. Introducing Pygal~.mp4	MP4	5.06 MB
03. Vector and Raster Images~.mp4	MP4	7.75 MB
04. The SVG Format~.mp4	MP4	4.46 MB
05. Install Pygal~.mp4	MP4	8.33 MB
06. Interacting with Pygal Charts~.mp4	MP4	11.28 MB
07. Plot Data from a CSV File~.mp4	MP4	12.01 MB
08. Stacked Bar Charts~.mp4	MP4	7.56 MB

03. Plotting Basic Pygal Charts

01. Overview~.mp4	MP4	2.08 MB
02. Construct a Basic Pie Chart~.mp4	MP4	11.85 MB
03. Donut and Half Pie Charts~.mp4	MP4	8.88 MB
04. Chart, Serie, and Value Configurations~.mp4	MP4	11.23 MB
05. Defining Styles and Configs~.mp4	MP4	10.69 MB
06. Introducing Line and Datetimeline Charts~.mp4	MP4	10.17 MB
07. Plotting Real Data with Line and Dateline Charts~.mp4	MP4	9.38 MB
08. Introducing XY Plots~.mp4	MP4	6.83 MB
09. Exploring Real Data with XY Plots~.mp4	MP4	12.79 MB
10. Summary~.mp4	MP4	1020.47 KB

04. Visualizing Complex Data with Advanced Charts

01. Overview~.mp4	MP4	923.28 KB
02. Plotting Histograms~.mp4	MP4	7.08 MB
03. Pyramid Charts~.mp4	MP4	8.36 MB
04. Visualizing Distributions with Box Plots~.mp4	MP4	11.41 MB
05. Constructing a Map Visualization~.mp4	MP4	12.78 MB
06. Generating Radar Plots~.mp4	MP4	13.12 MB
07. Constructing a Funnel Visualization~.mp4	MP4	7.92 MB
08. Creating Gauge Plots~.mp4	MP4	10.19 MB
09. Solid Gauge Plots~.mp4	MP4	7.01 MB
10. Constructing a Dot Plot~.mp4	MP4	12.8 MB
11. Representing Negative Values in a Dot Plot~.mp4	MP4	4.28 MB
12. Building a Treemap Visualization~.mp4	MP4	11.25 MB
13. Summary~.mp4	MP4	730.05 KB

05. Rendering Out Charts

01. Overview~.mp4	MP4	1.24 MB
02. Rendering Charts to Image Files~.mp4	MP4	15.55 MB
03. Rendering Charts to Specialized Formats~.mp4	MP4	15.77 MB
04. PyQuery and Pygal~.mp4	MP4	12.83 MB
05. Building Sparklines~.mp4	MP4	5.41 MB
06. Building a Flask App to Render Pygal Charts~.mp4	MP4	10.55 MB
07. Testing the Flask App~.mp4	MP4	3.33 MB
08. Summary~.mp4	MP4	2.19 MB

pygal-python-data-playbook~.zip

ZIP

5.5 MB

Pluralsight - Python for Data Analysts [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.31 MB

02. Getting Started with Python for Data Analysis

01. Module Overview~.mp4	MP4	1.79 MB
02. Prerequisites and Course Outline~.mp4	MP4	1.65 MB
03. Python for Data Analysts~.mp4	MP4	4.5 MB
04. Essential Analytical Building Blocks~.mp4	MP4	7.42 MB
05. Demo- Installing Anaconda Python on MacOS~.mp4	MP4	9.09 MB
06. Demo- Installing Anaconda Python on Windows~.mp4	MP4	8.91 MB
07. Demo- Simple Expressions~.mp4	MP4	11 MB
08. Demo- Logical Operations~.mp4	MP4	8.47 MB
09. Demo- Variables~.mp4	MP4	9.89 MB
10. Demo- Basic Types and Type Conversions~.mp4	MP4	7.52 MB
11. Demo- Simple Strings and Multi-line Strings~.mp4	MP4	6.51 MB
12. Module Summary~.mp4	MP4	1.8 MB

03. Leveraging Built-in Functions and Complex Data Types

01. Module Overview~.mp4	MP4	2.03 MB
02. Demo- Introducing Built-in Functions~.mp4	MP4	11.45 MB
03. Demo- String Functions, Return Values, and Nested Function Invocations.mp4	MP4	10.92 MB
04. Demo- Introducing Lists~.mp4	MP4	8.94 MB
05. Demo- List Slicing Operations and List Functions.mp4	MP4	7.78 MB
06. Demo- Concatenating and Copying Lists~.mp4	MP4	4.44 MB
07. Demo- Introducing Tuples~.mp4	MP4	7.36 MB
08. Demo- Introducing Dictionaries~.mp4	MP4	10.24 MB
09. Module Summary~.mp4	MP4	2.01 MB

04. Using Python for Complex Interconnected Calculations

01. Module Overview~.mp4	MP4	2.07 MB
02. Transactional and Analytical Processing~.mp4	MP4	8.03 MB
03. Demo- If Statements for Conditional Branching.mp4	MP4	7.95 MB
04. Demo- If Else Statements~.mp4	MP4	12 MB
05. Demo- Using if with Lists and Dictionary Elements.mp4	MP4	5.29 MB
06. Demo- If-elif for Multiple Conditional Checks.mp4	MP4	6.35 MB
07. Demo- Iterating over List Elements Using a For Loop.mp4	MP4	8.11 MB
08. Demo- Using For Loops with the Range Function.mp4	MP4	5.24 MB
09. Demo- Iterating over Dictionary Elements Using a For Loop.mp4	MP4	3.94 MB
10. Demo- Conditional Looping Using While Loops.mp4	MP4	14.14 MB
11. Demo- Break~.mp4	MP4	7.56 MB
12. Demo- Continue and Pass~.mp4	MP4	7.29 MB
13. Module Summary~.mp4	MP4	1.89 MB

05. Implementing Code Reuse Using Functions in Python

01. Module Overview~.mp4	MP4	2.21 MB
02. Demo- Defining and Invoking Custom Functions~.mp4	MP4	12.81 MB
03. Demo- Passing Input Arguments to Functions~.mp4	MP4	5.47 MB
04. Demo- Returning Values from Functions~.mp4	MP4	9.76 MB
05. Demo- Reassignment of Variables within Functions.mp4	MP4	13.05 MB
06. Demo- Modification of Complex Types within Functions.mp4	MP4	6.78 MB
07. Demo- Invoking Functions with Keyword Arguments.mp4	MP4	10.57 MB
08. Demo- Assigning Default Values for Input Arguments.mp4	MP4	5.5 MB
09. Demo- First Class Functions~.mp4	MP4	12.12 MB
10. Module Summary~.mp4	MP4	1.99 MB

06. Loading and Saving Data Using Python

01. Module Overview~.mp4	MP4	1.91 MB
02. Demo- Working with the Math Module~.mp4	MP4	5.22 MB
03. Demo- Introducing NumPy~.mp4	MP4	7.92 MB
04. Demo- Introducing Pandas~.mp4	MP4	4.48 MB
05. Demo- Working with the Command Line Processes and Environment Variables.mp4	MP4	16.28 MB
06. Demo- Reading the Contents of a File~.mp4	MP4	8.78 MB
07. Demo- Overwriting and Appending Content to a File~.mp4	MP4	9.98 MB
08. Demo- Working with CSV and JSON Files~.mp4	MP4	8.35 MB
09. Module Summary~.mp4	MP4	2.48 MB

python-data-analysts~.zip

ZIP

2.43 MB

Pluralsight - Understanding Databases with SQLAlchemy- Python Data Playbook [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.47 MB

02. Up and Running with SQLAlchemy

01. Up and Running with SQLAlchemy.mp4	MP4	3.81 MB
02. Installing and Importing SQLAlchemy.mp4	MP4	5.83 MB
03. Loading Data Using SQLAlchemy.mp4	MP4	6.59 MB
04. Using Pandas and SQLAlchemy to Load, Work, and View Your Data.mp4	MP4	4.21 MB
05. Visualizing and Graphing Data with Matplotlib.mp4	MP4	5.42 MB
06. Takeaway~.mp4	MP4	1.4 MB

03. Querying with SQLAlchemy

01. Querying with SQLAlchemy~.mp4	MP4	1.6 MB
02. Picking a Database~.mp4	MP4	5.44 MB
03. Connecting to Databases- Connectors and the Connection String.mp4	MP4	5.92 MB
04. Querying with SQL~.mp4	MP4	2.17 MB
05. Object-relational Mapper (ORM) and Classical Mapping.mp4	MP4	5.59 MB
06. The Declarative API~.mp4	MP4	10.92 MB
07. More Querying and Database Functions.mp4	MP4	11.98 MB
08. Using Joins~.mp4	MP4	2.06 MB
09. Working with Hierarchical Tables~.mp4	MP4	3.39 MB
10. Takeaway~.mp4	MP4	1.92 MB

04. Creating Your Database

01. Creating Databases with SQLAlchemy~.mp4	MP4	1.46 MB
02. Creating Databases~.mp4	MP4	3.22 MB
03. Creating Tables~.mp4	MP4	4.92 MB
04. Primary Keys, Constraints, and Data Defaults.mp4	MP4	9.35 MB
05. Inserting Data- Single and Multiple Rows.mp4	MP4	6.14 MB
06. Loading a CSV into a Table~.mp4	MP4	2.76 MB
07. Takeaway~.mp4	MP4	1.35 MB

05. Manipulating Your Database

01. Manipulating Databases with SQLAlchemy.mp4	MP4	1.2 MB
02. Updating Data in a Database~.mp4	MP4	6.6 MB
03. Correlated Updates~.mp4	MP4	1.73 MB
04. Deleting Data from a Database~.mp4	MP4	3.41 MB
05. Deleting Tables~.mp4	MP4	1.97 MB
06. Takeaway~.mp4	MP4	1.42 MB

06. Final Takeaway

01. Final Takeaway~.mp4

MP4

2.85 MB

python-sqlalchemy-playbook-understanding-databases~.zip

ZIP

8.79 MB

Pluralsight - Web Scraping- Python Data Playbook [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.88 MB

02. Setting Up BeautifulSoup

01. General Strategies for Scraping Web Pages~.mp4	MP4	3.42 MB
02. Reviewing Our Target Auto-MPG Web Page~.mp4	MP4	11.63 MB
03. The Complicated Difference between Dynamic and Static Web Pages.mp4	MP4	6.01 MB

03. Understanding Your Scraped Data

01. A Primer on HTML and CSS~.mp4	MP4	4.84 MB
02. Understanding the HTML, CSS and Structure of Our Target Page.mp4	MP4	12.68 MB
03. Coming up with a Strategy for a More Complicated Web Page.mp4	MP4	8.09 MB
04. Using BeautifulSoup4 to Navigate Our Scraped Data~.mp4	MP4	15.59 MB
05. Extracting Information from a Scraped Division~.mp4	MP4	9.15 MB
06. Using Selectors as an Alternative to the Find Method~.mp4	MP4	6.1 MB
07. Advice and Strategy for Scraping~.mp4	MP4	2.01 MB
08. Building the Scraper Module Using PyCharm~.mp4	MP4	14.68 MB
09. Dealing with Missing Data during the Scrape~.mp4	MP4	9.31 MB
10. Refactoring Our Code and Caching Our Scraped Data~.mp4	MP4	9.81 MB
11. Adding a Test to Verify Our Regular Expression Processing.mp4	MP4	14.02 MB

04. Making Scraped Data Usable

01. Exporting Scraped Data to a CSV File~.mp4	MP4	7.79 MB
02. Getting a Data Overview with Pandas~.mp4	MP4	6.35 MB
03. Exploratory Data Analysis Strategy~.mp4	MP4	8.29 MB
04. Reviewing Our Hypothesis~.mp4	MP4	6.35 MB
05. Investigating Relationships between MPG and Weight~.mp4	MP4	7.4 MB
06. Understanding How Cylinders and Displacement Are Related~.mp4	MP4	3.66 MB
07. Looking at MPG over the Years~.mp4	MP4	3.68 MB
08. Understanding Brands and Territories with Text Processing~.mp4	MP4	4 MB
09. Telling a Data Story to Explain Our Discoveries~.mp4	MP4	6.22 MB

web-scraping-python-data-playbook~.zip

ZIP

1.87 MB

Thumbnails

Building Your First Python Analytics Solution [AhLaN]~.jpg	JPG	1.24 MB
Cleaning Data- Python Data Playbook [AhLaN]~.jpg	JPG	1.13 MB
Create and Share Analytics with Jupyter Notebooks [AhLaN]~.jpg	JPG	834.82 KB
Data Wrangling with Python [AhLaN]~.jpg	JPG	1.13 MB
Importing Data- Python Data Playbook [AhLaN]~.jpg	JPG	834.41 KB
Leveraging Online Resources for Python Analytics [AhLaN]~.jpg	JPG	469.72 KB
Programming Python Using an IDE [AhLaN]~.jpg	JPG	798.96 KB
Pygal- Python Data Playbook [AhLaN]~.jpg	JPG	820.6 KB
Python for Data Analysts [AhLaN]~.jpg	JPG	924.41 KB
Understanding Databases with SQLAlchemy- Python Data Playbook [AhLaN]~.jpg	JPG	1.15 MB
Web Scraping- Python Data Playbook [AhLaN]~.jpg	JPG	1.15 MB

Pluralsight - Web Scraping with Python [AhLaN]

Pluralsight - Advanced Web Scraping Tactics- Python Playbook [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

5.94 MB

02. Introducing Advanced Web Scraping & Handling Form Submissions

01. Course Introduction.mp4	MP4	2.9 MB
02. Software and Course Prerequisites.mp4	MP4	6.5 MB
03. What Is Advanced Web Scraping-.mp4	MP4	3.67 MB
04. Handling Form Submissions - GET Forms.mp4	MP4	7.43 MB
05. Handling Form Submissions - POST Forms.mp4	MP4	14.48 MB

03. Submitting Cookies & Button Input Values to a URL

01. Module Overview~.mp4	MP4	1.24 MB
02. Scraping Sites with Logins.mp4	MP4	5.59 MB
03. Demo- Scraping a Site with a Login.mp4	MP4	13.67 MB
04. Submitting Button Input Values.mp4	MP4	1.73 MB
05. Demo- Creating an Account on a Website with Python and Selenium.mp4	MP4	21.63 MB

04. Uploading Files to a Webpage during Scraping

01. Module Overview~.mp4	MP4	1.04 MB
02. When Will You Need to Upload Files during Scraping-.mp4	MP4	2.57 MB
03. Demo- Reverse Image Search and Information Scraping Using Selenium and Beautiful Soup.mp4	MP4	8.53 MB
04. Course Summary and Feedback~.mp4	MP4	2.81 MB

advanced-web-scraping-tactics-python-playbook~.zip

ZIP

879.88 KB

Pluralsight - Crawling the Web with Python and Scrapy [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

8.81 MB

02. Extracting Data from the Web – Core Concepts

01. Introduction, Overview, and Prerequisites.mp4	MP4	2.75 MB
02. Concepts~.mp4	MP4	3.98 MB
03. Legal or Illegal~.mp4	MP4	3.59 MB
04. Legal Consequences~.mp4	MP4	4.83 MB
05. General Advice~.mp4	MP4	4.53 MB
06. Why Scrapy~.mp4	MP4	5.47 MB
07. Demo- Extracting Data without Scrapy.mp4	MP4	21.44 MB
08. Summary~.mp4	MP4	1.71 MB

03. Scaffolding and Running Your First Scrapy Web Crawler Project

01. Introduction and Overview.mp4	MP4	1.43 MB
02. Introduction to Scrapy.mp4	MP4	4.35 MB
03. Scrapy Architecture.mp4	MP4	3.31 MB
04. Beautiful Soup~.mp4	MP4	3.61 MB
05. Demo- Creating and Scaffolding a New Scrapy Project.mp4	MP4	10.88 MB
06. Summary~.mp4	MP4	1.68 MB

04. Achieving Common Spider Behaviors Using Built-in Classes

01. Introduction and Overview.mp4	MP4	1.5 MB
02. Spiders Overview~.mp4	MP4	2.08 MB
03. Types of Scrapy Spiders~.mp4	MP4	2.61 MB
04. scrapy.Spider~.mp4	MP4	2.54 MB
05. CrawlSpider~.mp4	MP4	3.51 MB
06. XMLFeedSpider~.mp4	MP4	2.37 MB
07. CSVFeedSpider~.mp4	MP4	2.06 MB
08. SitemapSpider~.mp4	MP4	2.81 MB
09. Demo- Implementing a scrapy.Spider.mp4	MP4	33.99 MB
10. Demo- Implementing a CrawlSpider.mp4	MP4	24.43 MB
11. Summary~.mp4	MP4	1.12 MB

05. Influencing Scrapy Crawling

01. Introduction and Overview~.mp4	MP4	1.3 MB
02. Allow and Deny Rules~.mp4	MP4	941.2 KB
03. Processors~.mp4	MP4	4.95 MB
04. Item Loaders~.mp4	MP4	1.97 MB
05. Item Pipelines~.mp4	MP4	3.07 MB
06. Demo- Implementing a Scraping Pipeline~.mp4	MP4	27.94 MB
07. Summary~.mp4	MP4	1.11 MB

06. Scrapy Outcome and Data Export

01. Introduction and Overview~.mp4	MP4	1.13 MB
02. Feed Exporter~.mp4	MP4	2.09 MB
03. Demo- Using an Exporter to Save Data~.mp4	MP4	15.01 MB
04. Summary~.mp4	MP4	2.13 MB

crawling-web-python-scrapy~.zip

ZIP

2.13 MB

Pluralsight - Exploring Web Scraping with Python [AhLaN]

01. Course Overview

01. Exploring Web Scraping with Python~.mp4

MP4

3.75 MB

02. Why Scrape the Web-

01. How Web Scraping Is Useful~.mp4	MP4	6.15 MB
02. Web Scraping Examples~.mp4	MP4	2.47 MB
03. Scraping for a Car~.mp4	MP4	6.17 MB

03. The Web Scraping Process

01. Human Browsing Versus Web Scraping~.mp4	MP4	3.41 MB
02. HTTP Overview~.mp4	MP4	4.18 MB
03. URL Hacking~.mp4	MP4	9.57 MB

04. CSS Selectors and XPath

01. HTML & CSS Selectors~.mp4	MP4	11.41 MB
02. XPath~.mp4	MP4	4.3 MB
03. Chrome Developer Tools~.mp4	MP4	38.51 MB

05. Is Web Scraping Legal- Is it Ethical-

01. Is Web Scraping Legal- Is it Ethical-~.mp4	MP4	13.21 MB
02. Web Scraping Legal Risks~.mp4	MP4	8.94 MB
03. hiQ Labs Legal Case~.mp4	MP4	4.54 MB

06. Web Scraping Basics with Python

01. Python Scraping Environment~.mp4	MP4	6.89 MB
02. Download a Page to Scrape~.mp4	MP4	9.21 MB
03. Extract Data to Pandas~.mp4	MP4	18.14 MB

07. Building a Web Spider with Scrapy

01. Scrapy Framework~.mp4	MP4	7.89 MB
02. Scrapy Shell~.mp4	MP4	3.81 MB
03. Truecar Spider~.mp4	MP4	14.53 MB

08. Advanced Web Scraping with Selenium and Requests-html

01. JavaScript Scraping Problem~.mp4	MP4	11.59 MB
02. Requests-HTML~.mp4	MP4	6.59 MB
03. Selenium~.mp4	MP4	8.21 MB

09. Course Summary

01. Web Scraping Wrap Up~.mp4

MP4

8.05 MB

exploring-web-scraping-python~.zip

ZIP

31.18 MB

Pluralsight - Extracting Data from HTML with BeautifulSoup [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.13 MB

02. Getting Started with BeautifulSoup

01. Module Overview~.mp4	MP4	1.69 MB
02. Prerequisites and Course Outline~.mp4	MP4	1.84 MB
03. Introducing Web Scraping~.mp4	MP4	3.31 MB
04. Regular Expressions and Beautiful Soup~.mp4	MP4	10.81 MB
05. Making GET Requests Using Httplib2, Urllib and Requests.mp4	MP4	19.13 MB
06. Introducing Regular Expressions~.mp4	MP4	8.3 MB
07. Performing Simple Pattern Matches Using Regular Expressions.mp4	MP4	8.5 MB
08. Parsing Web Pages Using Regular Expressions.mp4	MP4	15.49 MB
09. Introducing Beautiful Soup~.mp4	MP4	19.25 MB
10. Module Summary~.mp4	MP4	1.64 MB

03. Navigating the Parse Tree

01. Module Overview~.mp4	MP4	1.74 MB
02. Parsing Web Pages with Beautiful Soup~.mp4	MP4	15.53 MB
03. Tags, Attributes, NavigableStrings, Comments~.mp4	MP4	8.17 MB
04. Navigating Using Tags and Contents~.mp4	MP4	9.56 MB
05. Navigating Children, Descendants, and Parents~.mp4	MP4	16 MB
06. Navigating Sideways Using Next and Previous Sibling.mp4	MP4	6.97 MB
07. Navigating Sideways Using Next Element and Previous Element.mp4	MP4	5.72 MB
08. Filter by Tags and Attributes Using Regular Expressions and Custom Functions.mp4	MP4	15.22 MB
09. Extracting Absolute and Relative Links from HTML~.mp4	MP4	15.12 MB
10. Module Summary~.mp4	MP4	1.71 MB

04. Searching for Elements in the Parse Tree

01. Module Overview~.mp4	MP4	2.03 MB
02. XML and XPath~.mp4	MP4	5.55 MB
03. Performing Advanced Search on the Parse Tree.mp4	MP4	13.31 MB
04. Searching Using Variations of Find and Find All.mp4	MP4	8.8 MB
05. CSS Selectors Using Soup Sieve~.mp4	MP4	16.54 MB
06. Using XPath to Navigate an XML Tree.mp4	MP4	10.75 MB
07. Module Summary~.mp4	MP4	2.09 MB

05. Leveraging Advanced Features of BeautifulSoup

01. Module Overview~.mp4	MP4	1.71 MB
02. Modifying the HTML Parse Tree~.mp4	MP4	11.16 MB
03. Exploring Beautiful Soup Functions to Modify the Parse Tree.mp4	MP4	10.7 MB
04. Miscellaneous Operations Using Beautiful Soup.mp4	MP4	10.88 MB
05. Working with Different Parsers.mp4	MP4	6.53 MB
06. Using the Soup Strainer to Parse Parts of a Document.mp4	MP4	5.39 MB
07. Encodings in Beautiful Soup~.mp4	MP4	4.59 MB
08. Summary and Further Study~.mp4	MP4	2.35 MB

extracting-data-html-beautifulsoup~.zip

ZIP

2.04 MB

Pluralsight - Scraping Dynamic Web Pages with Python and Selenium [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.96 MB

02. Exploring Selenium with Python

01. Module Introduction~.mp4	MP4	3.86 MB
02. Overview of Scraping Dynamic Webpages~.mp4	MP4	2.63 MB
03. What Is Selenium and Where Is It Used-.mp4	MP4	4.38 MB
04. Selenium WebDriver~.mp4	MP4	5.59 MB
05. Demo- Installing Libraries~.mp4	MP4	7.24 MB
06. Demo- Opening a Webpage with WebDriver.mp4	MP4	6.76 MB
07. Summary~.mp4	MP4	1.1 MB

03. Locating Elements & Navigating Dynamic Web Pages

01. Module Introduction~.mp4	MP4	1.36 MB
02. Introduction to Elements.mp4	MP4	1.55 MB
03. Methods to Locate Elements.mp4	MP4	8.47 MB
04. Demo- Locating Elements in a Webpage - Part 1.mp4	MP4	7.54 MB
05. Demo- Locating Elements in a Webpage - Part 2.mp4	MP4	12.91 MB
06. Demo- Navigating a Webpage with Selenium.mp4	MP4	13.24 MB
07. Summary~.mp4	MP4	912.91 KB

04. Loading Selenium Page Source into BeautifulSoup

01. Module Introduction~.mp4	MP4	1.01 MB
02. Introduction to Beautiful Soup.mp4	MP4	3.57 MB
03. Transitioning from Selenium to Beautiful Soup.mp4	MP4	1.51 MB
04. Demo- Combining Tools to Scrape a Dynamic Webpage - Introduction.mp4	MP4	5.92 MB
05. Demo- Combining Tools to Scrape a Dynamic Webpage - Practical Implementation.mp4	MP4	16.46 MB
06. Summary~.mp4	MP4	849.67 KB

05. Overcoming Challenges and Increasing Efficiency

01. Module Introduction~.mp4	MP4	960.55 KB
02. Challenges in Web Scraping.mp4	MP4	6.2 MB
03. Tips to Increase Efficiency & Best Practices.mp4	MP4	6.74 MB
04. Summary~.mp4	MP4	1.75 MB

scraping-dynamic-web-pages-python-selenium~.zip

ZIP

17.27 MB

Pluralsight - Scraping Your First Web Page with Python [AhLaN]

01. Course Overview

01. Course Overview~.mp4

MP4

3.98 MB

02. Getting Started with Web Scraping

01. Module Overview~.mp4	MP4	1.72 MB
02. Prerequisites and Course Outline~.mp4	MP4	1.78 MB
03. HTTP Requests and Responses~.mp4	MP4	9.06 MB
04. Web Scraping~.mp4	MP4	3.36 MB
05. HTTP Client Libraries~.mp4	MP4	5.76 MB
06. Making GET Requests Using httplib2~.mp4	MP4	16.35 MB
07. Making OPTIONS, POST, PUT Requests with httplib2.mp4	MP4	7.8 MB
08. Handling Redirects with httplib2~.mp4	MP4	7.19 MB
09. Making HTTP Requests and Parsing URLs Using urllib.mp4	MP4	14.56 MB
10. GET and POST Requests Using the Requests Library.mp4	MP4	11.36 MB
11. Handling Redirects with the Requests Library~.mp4	MP4	6.67 MB
12. Module Summary~.mp4	MP4	1.78 MB

03. Working with the Parse Tree in BeautifulSoup

01. Module Overview~.mp4	MP4	1.87 MB
02. The HTML Parse Tree~.mp4	MP4	4.81 MB
03. Beautiful Soup for HTML Parsing~.mp4	MP4	2.73 MB
04. Introducing Beautiful Soup~.mp4	MP4	11.61 MB
05. Extracting Specific Page Elements~.mp4	MP4	16.48 MB
06. Filtering Elements Using Find and Find All.mp4	MP4	13.91 MB
07. Searching and Filtering Using Custom Functions.mp4	MP4	5.52 MB
08. Extracting Links from a Page~.mp4	MP4	20.24 MB
09. Using a Soup Strainer to Parse a Subset of a Document.mp4	MP4	8.96 MB
10. Module Summary~.mp4	MP4	1.83 MB

04. Selecting Elements Using the Scrapy Shell

01. Module Overview~.mp4	MP4	1.57 MB
02. Parsing Web Content~.mp4	MP4	3.76 MB
03. Introducing Scrapy~.mp4	MP4	6.64 MB
04. Getting Started with Scrapy~.mp4	MP4	16.53 MB
05. Introducing the Scrapy Shell~.mp4	MP4	10.52 MB
06. Selecting Elements Using CSS Selectors.mp4	MP4	27.75 MB
07. Advanced Selections Using CSS Selectors.mp4	MP4	17.14 MB
08. Selecting Elements Using XPath Selectors.mp4	MP4	26.75 MB
09. Module Summary~.mp4	MP4	1.58 MB

05. Scraping Web Sites Using Scrapy Spiders

01. Module Overview~.mp4	MP4	1.65 MB
02. How Scrapy Works~.mp4	MP4	5.39 MB
03. Creating Your First Custom Spider~.mp4	MP4	19.3 MB
04. Writing Scraped Contents to a File~.mp4	MP4	6.36 MB
05. Exploring Items Using the Scrapy Shell~.mp4	MP4	7.23 MB
06. Using Items to Store Extracted Content~.mp4	MP4	12.77 MB
07. Using Item Loaders and Input and Output Processors for Scraped Data.mp4	MP4	20.26 MB
08. Using Pipelines to Transform Scraped Data.mp4	MP4	13.67 MB
09. Module Summary~.mp4	MP4	2.07 MB

scraping-first-web-page-python~.zip

ZIP

2.58 MB

Thumbnails

Pluralsight - Advanced Web Scraping Tactics- Python Playbook [AhLaN]~.jpg	JPG	992.54 KB
Pluralsight - Crawling the Web with Python and Scrapy [AhLaN]~.jpg	JPG	917.62 KB
Pluralsight - Exploring Web Scraping with Python [AhLaN]~.jpg	JPG	1.03 MB
Pluralsight - Extracting Data from HTML with BeautifulSoup [AhLaN]~.jpg	JPG	728.22 KB
Pluralsight - Scraping Dynamic Web Pages with Python and Selenium [AhLaN]~.jpg	JPG	754.56 KB
Pluralsight - Scraping Your First Web Page with Python [AhLaN]~.jpg	JPG	991.21 KB

Post.txt

TXT

3.22 KB

Thumbnails

Building Your First Python Analytics Solution [AhLaN].jpg	JPG	1.24 MB
Cleaning Data- Python Data Playbook [AhLaN].jpg	JPG	1.13 MB
Create and Share Analytics with Jupyter Notebooks [AhLaN].jpg	JPG	834.82 KB
Data Wrangling with Python [AhLaN].jpg	JPG	1.13 MB
Finding Relationships in Data with Python [AhLaN].jpg	JPG	887.24 KB
Importing Data- Python Data Playbook [AhLaN].jpg	JPG	834.41 KB
Interpreting Data Using Descriptive Statistics with Python [AhLaN].jpg	JPG	691.74 KB
Interpreting Data Using Statistical Models with Python [AhLaN].jpg	JPG	902.08 KB
Leveraging Online Resources for Python Analytics [AhLaN].jpg	JPG	469.72 KB
Pluralsight - Advanced Generators and Coroutines [AhLaN].jpg	JPG	855.67 KB
Pluralsight - Advanced Python [AhLaN].jpg	JPG	189.52 KB
Pluralsight - Advanced Web Scraping Tactics- Python Playbook [AhLaN].jpg	JPG	992.54 KB
Pluralsight - Core Python- Classes and Object-orientation [AhLaN].jpg	JPG	774.45 KB
Pluralsight - Core Python- Functions and Functional Programming [AhLaN].jpg	JPG	807.27 KB
Pluralsight - Core Python- Getting Started [AhLaN].jpg	JPG	782.68 KB
Pluralsight - Core Python- Hashing and More Collections [AhLaN].jpg	JPG	774.18 KB
Pluralsight - Core Python- Implementing Iterators, Iterables and Collections [AhLaN].jpg	JPG	726.17 KB
Pluralsight - Core Python- Introspection [AhLaN].jpg	JPG	915.33 KB
Pluralsight - Core Python- Numeric Types, Dates, and Times [AhLaN].jpg	JPG	706.02 KB
Pluralsight - Core Python- Organizing Larger Programs [AhLaN].jpg	JPG	1.14 MB
Pluralsight - Core Python- Robust Resource and Error Handling [AhLaN].jpg	JPG	824.32 KB
Pluralsight - Core Python- The Numeric Tower, Conversion, and Operators [AhLaN].jpg	JPG	936.47 KB
Pluralsight - Crawling the Web with Python and Scrapy [AhLaN].jpg	JPG	917.62 KB
Pluralsight - Exploring Web Scraping with Python [AhLaN].jpg	JPG	1.03 MB
Pluralsight - Extracting Data from HTML with BeautifulSoup [AhLaN].jpg	JPG	728.22 KB
Pluralsight - Full Stack Web Development with Python (WEB2PY) [AhLaN].jpg	JPG	189.52 KB
Pluralsight - Managing Python Packages and Virtual Environments [AhLaN].jpg	JPG	834.39 KB
Pluralsight - Python Best Practices for Code Quality [AhLaN].jpg	JPG	979.78 KB
Pluralsight - Python – Beyond the Basics [AhLaN].jpg	JPG	80.54 KB
Pluralsight - Python- The Big Picture [AhLaN].jpg	JPG	189.52 KB
Pluralsight - Scraping Dynamic Web Pages with Python and Selenium [AhLaN].jpg	JPG	754.56 KB
Pluralsight - Scraping Your First Web Page with Python [AhLaN].jpg	JPG	991.21 KB
Pluralsight - Unit Testing with Python [AhLaN].jpg	JPG	869.15 KB
Programming Python Using an IDE [AhLaN].jpg	JPG	798.96 KB
Pygal- Python Data Playbook [AhLaN].jpg	JPG	820.6 KB
Python for Data Analysts [AhLaN].jpg	JPG	924.41 KB
Understanding Databases with SQLAlchemy- Python Data Playbook [AhLaN].jpg	JPG	1.15 MB
Web Scraping- Python Data Playbook [AhLaN].jpg	JPG	1.15 MB

Visit us at www.Ahlanedu.com.url

URL

51 B

final thumbnail.png

PNG

420.13 KB

Description

Show full description

Related Torrents

TORRENT NAME	SIZE	FILES	AGE	SEED	LEECH	SOURCE
PluralSight - Python Requests Playbook Posted by freecoursewb in Other Posted in Other 1 263.7 MB 2 years ago freecoursewb	Size 263.7 MB	Files 73	Age 2 years ago	Seeds 1	Leechs 0	Source
PluralSight - Developing Generative AI Applications with Python and Open AI Posted by freecoursewb in Other Posted in Other 5 443.2 MB 2 years ago freecoursewb	Size 443.2 MB	Files 131	Age 2 years ago	Seeds 5	Leechs 3	Source
PluralSight - Introduction to Python for IT Pros and Sysadmins Posted by freecoursewb in Other Posted in Other 2 250.1 MB 2 years ago freecoursewb	Size 250.1 MB	Files 45	Age 2 years ago	Seeds 2	Leechs 0	Source
Pluralsight - Reading, Writing and Parsing JSON Files in Python [FCO] Posted by Prom3th3uS in Other Posted in Other 5 183.96 MB 2 years ago Prom3th3uS	Size 183.96 MB	Files 33	Age 2 years ago	Seeds 5	Leechs 0	Source
PluralSight - Developing Python 3 Apps with Docker Posted by freecoursewb in Other Posted in Other 3 326.1 MB 3 years ago freecoursewb	Size 326.1 MB	Files 35	Age 3 years ago	Seeds 3	Leechs 1	Source

Pluralsight - Python course collection (45+ courses) [AhLaN]

Torrent Contents Size: 10.9 GB

Description

Related Torrents

Location

Trackers

Latest News

Latest Searches

Sites In Our Index

Popular Tags