Download Udemy - Python for Data Science and Data Analysis Torrent

Torrent Contents Size: 4.4 GB

Udemy - Python for Data Science and Data Analysis

TutsNode.com.txt

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63 B

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[TutsNode.com] - Python for Data Science and Data Analysis

1. Introduction to the Course

1. About the Tutor and AI Sciences.mp4	MP4	53.21 MB
1. About the Tutor and AI Sciences.srt	SRT	13.94 KB
2. Focus of the Course-Part 1.mp4	MP4	46.14 MB
2. Focus of the Course-Part 1.srt	SRT	13.72 KB
3. Focus of the Course- Part 2.mp4	MP4	37.62 MB
3. Focus of the Course- Part 2.srt	SRT	10.3 KB
4. Feedbacks and Review.mp4	MP4	28.96 MB
4. Feedbacks and Review.srt	SRT	2.52 KB
5. Link to the Python codes for the projects and the data.html	HTML	686 B

10. Data Structure (List, Tuple, Set, Dictionary)

1. Introduction to Data Structure.mp4	MP4	51.44 MB
1. Introduction to Data Structure.srt	SRT	8.36 KB
2. Defining and Indexing.mp4	MP4	59.38 MB
2. Defining and Indexing.srt	SRT	12.41 KB
3. Insertion and Deletion.mp4	MP4	45.32 MB
3. Insertion and Deletion.srt	SRT	9.14 KB
4. Python Practice-Insertion and Deletion.mp4	MP4	34.3 MB
4. Python Practice-Insertion and Deletion.srt	SRT	7.62 KB
5. Deep Copy or Reference Slicing.mp4	MP4	47.81 MB
5. Deep Copy or Reference Slicing.srt	SRT	10.37 KB
6. Exploring Methods Using TAB Completion.mp4	MP4	42.65 MB
6. Exploring Methods Using TAB Completion.srt	SRT	9.78 KB
7. Data Structure Abstract Ways.mp4	MP4	31.08 MB
7. Data Structure Abstract Ways.srt	SRT	7.52 KB
8. Data Structure Practice.mp4	MP4	113.59 MB
8. Data Structure Practice.srt	SRT	20.08 KB

11. NumPy for Numerical Data Processing

1. Introduction to NumPy.mp4	MP4	34.52 MB
1. Introduction to NumPy.srt	SRT	8.21 KB
10. NumPy ufuncs Speed Test.mp4	MP4	31.08 MB
10. NumPy ufuncs Speed Test.srt	SRT	7.97 KB
2. NumPy Dimensions.mp4	MP4	64.18 MB
2. NumPy Dimensions.srt	SRT	18.38 KB
3. NumPy Shape, Size and Bytes.mp4	MP4	22.54 MB
3. NumPy Shape, Size and Bytes.srt	SRT	5.47 KB
4. Arange, Random and Reshape-Part 1.mp4	MP4	47.53 MB
4. Arange, Random and Reshape-Part 1.srt	SRT	12.3 KB
5. Arange, Random and Reshape-Part 2.mp4	MP4	57.24 MB
5. Arange, Random and Reshape-Part 2.srt	SRT	12.43 KB
6. Slicing-Part 1.mp4	MP4	58.66 MB
6. Slicing-Part 1.srt	SRT	14.23 KB
7. Slicing-Part 2.mp4	MP4	41.72 MB
7. Slicing-Part 2.srt	SRT	8.87 KB
8. NumPy Masking.mp4	MP4	47.44 MB
8. NumPy Masking.srt	SRT	11.19 KB
9. NumPy BroadCasting and Concatination.mp4	MP4	43.69 MB
9. NumPy BroadCasting and Concatination.srt	SRT	12.73 KB

12. Pandas for Data Manipulation

1. Introduction to Pandas.mp4	MP4	28.44 MB
1. Introduction to Pandas.srt	SRT	8.33 KB
2. Pandas Series.mp4	MP4	28.95 MB
2. Pandas Series.srt	SRT	7.04 KB
3. Pandas Data Frame.mp4	MP4	40.59 MB
3. Pandas Data Frame.srt	SRT	10.23 KB
4. Pandas Missing Values.mp4	MP4	28.36 MB
4. Pandas Missing Values.srt	SRT	8.02 KB
5. Pandas .loc and .iloc.mp4	MP4	33.16 MB
5. Pandas .loc and .iloc.srt	SRT	7.65 KB
6. Pandas Practice-Using COVID19 Data -Part 1.mp4	MP4	94.63 MB
6. Pandas Practice-Using COVID19 Data -Part 1.srt	SRT	16.53 KB
7. Pandas Practice-Using COVID19 Data -Part 2.mp4	MP4	55.23 MB
7. Pandas Practice-Using COVID19 Data -Part 2.srt	SRT	9.93 KB

13. Matplotlib, Seaborn, and Bokeh for Data Visualization

1. Introduction to Matplotlib.mp4	MP4	38.96 MB
1. Introduction to Matplotlib.srt	SRT	8.99 KB
2. Seaborn Vs. Matplotlib Style.mp4	MP4	37.26 MB
2. Seaborn Vs. Matplotlib Style.srt	SRT	7.1 KB
3. Histograms Kdeplot.mp4	MP4	98.7 MB
3. Histograms Kdeplot.srt	SRT	15.18 KB
4. Seaborn Pairplot and Jointplot.mp4	MP4	24.67 MB
4. Seaborn Pairplot and Jointplot.srt	SRT	4.31 KB
5. Seaborn Pairplot using Iris Data.mp4	MP4	51.16 MB
5. Seaborn Pairplot using Iris Data.srt	SRT	8.09 KB
6. Introduction to Bokeh.mp4	MP4	70.75 MB
6. Introduction to Bokeh.srt	SRT	14.15 KB
7. Bokeh Gridplot.mp4	MP4	39.88 MB
7. Bokeh Gridplot.srt	SRT	6.97 KB

14. Scikit-Learn for Machine Learning

1. Introduction to Scikit-Learn.mp4	MP4	32.13 MB
1. Introduction to Scikit-Learn.srt	SRT	7.1 KB
2. Scikit-Learn for Linear Regression.mp4	MP4	44.14 MB
2. Scikit-Learn for Linear Regression.srt	SRT	9.09 KB
3. Scikit-Learn for SVM and Random Forests.mp4	MP4	113.35 MB
3. Scikit-Learn for SVM and Random Forests.srt	SRT	21.79 KB
4. ScikitLearn- Trend Analysis COVID19.mp4	MP4	77.97 MB
4. ScikitLearn- Trend Analysis COVID19.srt	SRT	14.97 KB
5. THANK YOU Bonus Video.mp4	MP4	29.73 MB
5. THANK YOU Bonus Video.srt	SRT	2.64 KB

2. Basics of Programming

1. Understanding the Algorithm.mp4	MP4	111.04 MB
1. Understanding the Algorithm.srt	SRT	15.2 KB
2. FlowCharts and Pseudocodes.mp4	MP4	47.16 MB
2. FlowCharts and Pseudocodes.srt	SRT	11.96 KB
3. Example of Algorithms- Making Tea Problem.mp4	MP4	56.2 MB
3. Example of Algorithms- Making Tea Problem.srt	SRT	17.19 KB
4. Example of Algorithms-Searching Minimun.mp4	MP4	96.01 MB
4. Example of Algorithms-Searching Minimun.srt	SRT	20.96 KB
5. Example of Algorithms-Sorting Problem.mp4	MP4	46.07 MB
5. Example of Algorithms-Sorting Problem.srt	SRT	9.19 KB
6. Sorting Problem in Python.mp4	MP4	61.95 MB
6. Sorting Problem in Python.srt	SRT	14.53 KB

3. Why Python and Jupyter Notebook

1. Why Python.mp4	MP4	40.8 MB
1. Why Python.srt	SRT	10.24 KB
2. Why Jupyter Notebooks.mp4	MP4	46.88 MB
2. Why Jupyter Notebooks.srt	SRT	15.22 KB

4. Installation of Anaconda and IPython Shell

1. Installing Python and Jupyter Anaconda.mp4	MP4	28.33 MB
1. Installing Python and Jupyter Anaconda.srt	SRT	5.63 KB
2. Your First Python Code- Hello World.mp4	MP4	43.94 MB
2. Your First Python Code- Hello World.srt	SRT	11.05 KB
3. Coding in IPython Shell.mp4	MP4	26.09 MB
3. Coding in IPython Shell.srt	SRT	8.63 KB

5. Variable and Operator

1. Variables.mp4	MP4	67.79 MB
1. Variables.srt	SRT	19.06 KB
2. Operators.mp4	MP4	54.65 MB
2. Operators.srt	SRT	16.95 KB
3. Variable Name Quiz.mp4	MP4	23.12 MB
3. Variable Name Quiz.srt	SRT	5.89 KB
4. Bool Data Type in Python.mp4	MP4	26.93 MB
4. Bool Data Type in Python.srt	SRT	6.97 KB
5. Comparison in Python.mp4	MP4	29.85 MB
5. Comparison in Python.srt	SRT	8.5 KB
6. Combining Comparisons in Python.mp4	MP4	45.34 MB
6. Combining Comparisons in Python.srt	SRT	11.73 KB
7. Combining Comparisons Quiz.mp4	MP4	19.62 MB
7. Combining Comparisons Quiz.srt	SRT	4.25 KB

6. Python Useful function

1. Python Function- Round.mp4	MP4	22.72 MB
1. Python Function- Round.srt	SRT	6.84 KB
2. Python Function- Divmod.mp4	MP4	18.86 MB
2. Python Function- Divmod.srt	SRT	5.48 KB
3. Python Function- Is instance and PowFunctions.mp4	MP4	24.56 MB
3. Python Function- Is instance and PowFunctions.srt	SRT	7.6 KB
4. Python Function- Input.mp4	MP4	43.65 MB
4. Python Function- Input.srt	SRT	10.59 KB

7. Control Flow in Python

1. If Python Condition.mp4	MP4	55.46 MB
1. If Python Condition.srt	SRT	15.73 KB
10. Loops Practice-Sorting Problem.mp4	MP4	63.84 MB
10. Loops Practice-Sorting Problem.srt	SRT	14.77 KB
2. if Elif Else Python Conditions.mp4	MP4	41.18 MB
2. if Elif Else Python Conditions.srt	SRT	8.99 KB
3. More on if Elif Else Python Conditions.mp4	MP4	52.42 MB
3. More on if Elif Else Python Conditions.srt	SRT	10.93 KB
4. Indentations.mp4	MP4	74.67 MB
4. Indentations.srt	SRT	15.92 KB
5. Comments and Problem Solving Practice With If.mp4	MP4	91.7 MB
5. Comments and Problem Solving Practice With If.srt	SRT	19.3 KB
6. While Loop.mp4	MP4	41.59 MB
6. While Loop.srt	SRT	9.29 KB
7. While Loop break Continue.mp4	MP4	59.34 MB
7. While Loop break Continue.srt	SRT	13.92 KB
8. For Loop.mp4	MP4	38.66 MB
8. For Loop.srt	SRT	10.11 KB
9. Else In For Loop.mp4	MP4	44 MB
9. Else In For Loop.srt	SRT	11.88 KB

8. Function and Module in Python

1. Functions in Python.mp4	MP4	44.34 MB
1. Functions in Python.srt	SRT	11.08 KB
10. Default Values in Python.mp4	MP4	57.72 MB
10. Default Values in Python.srt	SRT	14.7 KB
11. Modules in Python.mp4	MP4	29.59 MB
11. Modules in Python.srt	SRT	7.12 KB
12. Making Modules in Python.mp4	MP4	73.33 MB
12. Making Modules in Python.srt	SRT	18.49 KB
13. Function Practice-Sorting List in Python.mp4	MP4	139.47 MB
13. Function Practice-Sorting List in Python.srt	SRT	35 KB
2. DocString.mp4	MP4	43.75 MB
2. DocString.srt	SRT	11.53 KB
3. Input Arguments.mp4	MP4	44.05 MB
3. Input Arguments.srt	SRT	10.53 KB
4. Multiple Input Arguments.mp4	MP4	46.55 MB
4. Multiple Input Arguments.srt	SRT	10.3 KB
5. Ordering Multiple Input Arguments.mp4	MP4	33.55 MB
5. Ordering Multiple Input Arguments.srt	SRT	7.53 KB
6. Output Arguments and Return Statement.mp4	MP4	32.71 MB
6. Output Arguments and Return Statement.srt	SRT	8.9 KB
7. Function Practice-Output Arguments and Return Statement.mp4	MP4	61.89 MB
7. Function Practice-Output Arguments and Return Statement.srt	SRT	17.08 KB
8. Variable Number of Input Arguments.mp4	MP4	39.39 MB
8. Variable Number of Input Arguments.srt	SRT	9.33 KB
9. Variable Number of Input Arguments as Dictionary.mp4	MP4	41.3 MB
9. Variable Number of Input Arguments as Dictionary.srt	SRT	10.88 KB

9. String in Python

1. Strings.mp4	MP4	46.42 MB
1. Strings.srt	SRT	11.77 KB
2. Multi Line Strings.mp4	MP4	32.22 MB
2. Multi Line Strings.srt	SRT	7.52 KB
3. Indexing Strings.mp4	MP4	66.34 MB
3. Indexing Strings.srt	SRT	18.37 KB
4. String Methods.mp4	MP4	70.76 MB
4. String Methods.srt	SRT	19.02 KB
5. String Escape Sequences.mp4	MP4	51.44 MB
5. String Escape Sequences.srt	SRT	13.34 KB

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Udemy - Python for Data Science and Data Analysis

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