Download Python & Machine Learning for Financial Analysis Torrent

Torrent Contents Size: 8.25 GB

Python & Machine Learning for Financial Analysis

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01 - Course Introduction, Success Tips and Key Learning Outcomes

001 Welcome Message.mp4	MP4	113.86 MB
001 Welcome Message_en.vtt	VTT	6.02 KB
002 Introduction, Success Tips & Best Practices and Key Learning Outcomes.mp4	MP4	137.34 MB
002 Introduction, Success Tips & Best Practices and Key Learning Outcomes_en.vtt	VTT	16.18 KB
003 Course Outline and Key Learning Outcomes.mp4	MP4	133.42 MB
003 Course Outline and Key Learning Outcomes_en.vtt	VTT	21.94 KB
004 Environment Setup & Course Materials Download.mp4	MP4	29.23 MB
004 Environment Setup & Course Materials Download_en.vtt	VTT	10.72 KB
005 Google Colab Walkthrough.mp4	MP4	44.21 MB
005 Google Colab Walkthrough_en.vtt	VTT	10 KB
006 Python for Data Science Learning Path.html	HTML	1.36 KB
007 Study Tips For Success.html	HTML	1017 B
28076794-Python-for-Financial-Analysis-Course-Package.zip	ZIP	28.3 MB

02 - PART #1 PYTHON PROGRAMMING FUNDAMENTALS

	001 Introduction to Part #1 Python Programming Fundamentals.mp4	MP4	30.38 MB
	001 Introduction to Part #1 Python Programming Fundamentals_en.vtt	VTT	1.56 KB

03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet

001 Colab Notebooks - Variables Assignment, Math Ops, Precedence, and PrintGet.html	HTML	82 B
002 Variable assignment.mp4	MP4	101.87 MB
002 Variable assignment_en.vtt	VTT	17.66 KB
003 Math operations.mp4	MP4	76.4 MB
003 Math operations_en.vtt	VTT	16.84 KB
004 Precedence.mp4	MP4	36.33 MB
004 Precedence_en.vtt	VTT	14.58 KB
005 Print operation.mp4	MP4	45.77 MB
005 Print operation_en.vtt	VTT	14.09 KB
006 Get User Input.mp4	MP4	132.82 MB
006 Get User Input_en.vtt	VTT	21.95 KB
external-assets-links.txt	TXT	229 B

04 - Python 101 Data Types

001 Colab Notebooks - Data Types.html	HTML	35 B
002 Booleans.mp4	MP4	27.48 MB
002 Booleans_en.vtt	VTT	10.39 KB
003 List.mp4	MP4	62.9 MB
003 List_en.vtt	VTT	26.11 KB
004 Dictionaries.mp4	MP4	38.92 MB
004 Dictionaries_en.vtt	VTT	12.72 KB
005 Strings.mp4	MP4	57.94 MB
005 Strings_en.vtt	VTT	18.28 KB
006 Tuples.mp4	MP4	39.72 MB
006 Tuples_en.vtt	VTT	9.51 KB
007 Sets.mp4	MP4	31.43 MB
007 Sets_en.vtt	VTT	7.31 KB
external-assets-links.txt	TXT	228 B

05 - Python 101 Comparison Operators, Logical Operators, and Conditional Statements

001 Colab Notebooks - Comparison Operators, Logical Operators and If Statements.html	HTML	82 B
002 Comparison operators.mp4	MP4	33.64 MB
002 Comparison operators_en.vtt	VTT	13.03 KB
003 Logical operators.mp4	MP4	48 MB
003 Logical operators_en.vtt	VTT	13.63 KB
004 Conditional statements - Part #1.mp4	MP4	59.19 MB
004 Conditional statements - Part #1_en.vtt	VTT	20.76 KB
005 Conditional statements - Part #2.mp4	MP4	39.33 MB
005 Conditional statements - Part #2_en.vtt	VTT	16.92 KB
external-assets-links.txt	TXT	228 B

06 - Python 101 Loops

001 Colab Notebooks - ForWhile Loops, Range, List Comprehension.html	HTML	67 B
002 For loops.mp4	MP4	72.02 MB
002 For loops_en.vtt	VTT	17.83 KB
003 Range.mp4	MP4	38.57 MB
003 Range_en.vtt	VTT	13.9 KB
004 While Loops.mp4	MP4	61.59 MB
004 While Loops_en.vtt	VTT	17.22 KB
005 Break a loop.mp4	MP4	37.67 MB
005 Break a loop_en.vtt	VTT	13.77 KB
006 Nested loops.mp4	MP4	34.45 MB
006 Nested loops_en.vtt	VTT	15.41 KB
007 List comprehension.mp4	MP4	44.49 MB
007 List comprehension_en.vtt	VTT	21.66 KB
external-assets-links.txt	TXT	228 B

07 - Python 101 Functions

001 Colab Notebooks - Functions.html	HTML	34 B
002 Functions built-in functions.mp4	MP4	26.42 MB
002 Functions built-in functions_en.vtt	VTT	9.86 KB
003 Custom functions.mp4	MP4	49.31 MB
003 Custom functions_en.vtt	VTT	17.69 KB
004 Lambda expression.mp4	MP4	28.75 MB
004 Lambda expression_en.vtt	VTT	9.21 KB
005 Map.mp4	MP4	51.75 MB
005 Map_en.vtt	VTT	12.31 KB
006 Filter.mp4	MP4	36.17 MB
006 Filter_en.vtt	VTT	11.6 KB
external-assets-links.txt	TXT	228 B

08 - Python 101 Files Operations

001 Colab Notebooks - Files Operations.html	HTML	41 B
002 Reading & Writing Text Files.mp4	MP4	112.85 MB
002 Reading & Writing Text Files_en.vtt	VTT	24.84 KB
003 Reading & Writing CSV Files.mp4	MP4	68.53 MB
003 Reading & Writing CSV Files_en.vtt	VTT	15.98 KB
28075920-fruits-input.txt	TXT	1.13 KB
28075926-S-P500-Stock-Data.csv	CSV	35.79 KB
28075928-sample-csv-file.csv	CSV	211 B
28075934-sample-text-file.txt	TXT	117 B
external-assets-links.txt	TXT	228 B

09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)

001 Colab Notebooks - Numpy.html	HTML	30 B
002 Numpy basics.mp4	MP4	43.8 MB
002 Numpy basics_en.vtt	VTT	10.26 KB
003 Built-in methods.mp4	MP4	60.01 MB
003 Built-in methods_en.vtt	VTT	12.84 KB
004 Shape Length Type.mp4	MP4	66.77 MB
004 Shape Length Type_en.vtt	VTT	15.49 KB
005 Math operations.mp4	MP4	37.01 MB
005 Math operations_en.vtt	VTT	7.19 KB
006 Slicing & indexing.mp4	MP4	48.12 MB
006 Slicing & indexing_en.vtt	VTT	20.42 KB
007 Elements Selection.mp4	MP4	24.65 MB
007 Elements Selection_en.vtt	VTT	10.47 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B
external-assets-links.txt	TXT	228 B

10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)

001 Colab Notebooks - Pandas.html	HTML	31 B
002 Pandas Introduction to Pandas and DataFrames.mp4	MP4	126.08 MB
002 Pandas Introduction to Pandas and DataFrames_en.vtt	VTT	24.99 KB
003 Reading HTML data, and applying functions, and sorting.mp4	MP4	73.56 MB
003 Reading HTML data, and applying functions, and sorting_en.vtt	VTT	15.38 KB
004 DataFrame operations.mp4	MP4	40.88 MB
004 DataFrame operations_en.vtt	VTT	9.53 KB
005 Pandas with functions.mp4	MP4	34.48 MB
005 Pandas with functions_en.vtt	VTT	10.85 KB
006 Ordering and Sorting.mp4	MP4	21.13 MB
006 Ordering and Sorting_en.vtt	VTT	6.49 KB
007 Mergingjoiningconcatenation.mp4	MP4	122.34 MB
007 Mergingjoiningconcatenation_en.vtt	VTT	25.34 KB
28076080-bank-client-information.csv	CSV	202 B
external-assets-links.txt	TXT	228 B

11 - Python 101 Data Visualization with Matplotlib

001 Colab Notebooks - Data Visualization with Matplotlib.html	HTML	59 B
002 Line Plot.mp4	MP4	80.39 MB
002 Line Plot_en.vtt	VTT	16.21 KB
003 Scatterplot.mp4	MP4	19.94 MB
003 Scatterplot_en.vtt	VTT	7.89 KB
004 Pie Chart.mp4	MP4	28.73 MB
004 Pie Chart_en.vtt	VTT	11.45 KB
005 Histograms.mp4	MP4	28.15 MB
005 Histograms_en.vtt	VTT	11.6 KB
006 Multiple Plots.mp4	MP4	16.11 MB
006 Multiple Plots_en.vtt	VTT	5.81 KB
007 Subplots.mp4	MP4	26.64 MB
007 Subplots_en.vtt	VTT	10.26 KB
008 3D Plots.mp4	MP4	26.46 MB
008 3D Plots_en.vtt	VTT	9.36 KB
009 BoxPlot.mp4	MP4	50.16 MB
009 BoxPlot_en.vtt	VTT	11.25 KB
28076362-stocks.csv	CSV	243.85 KB
28076366-daily-returns.csv	CSV	123.97 KB
external-assets-links.txt	TXT	228 B

12 - Python 101 Data Visualization with Seaborn

001 Colab Notebooks - Data Visualization with Seaborn.html	HTML	56 B
002 Data Visualization with Seaborn - Part #1.mp4	MP4	159.09 MB
002 Data Visualization with Seaborn - Part #1_en.vtt	VTT	27.66 KB
003 Data Visualization with Seaborn - Part #2.mp4	MP4	128.78 MB
003 Data Visualization with Seaborn - Part #2_en.vtt	VTT	17.13 KB
external-assets-links.txt	TXT	228 B

13 - PART #2 PYTHON FOR FINANCIAL ANALYSIS

	001 Introduction to Part #2 Python for Financial Analysis.mp4	MP4	10.39 MB
	001 Introduction to Part #2 Python for Financial Analysis_en.vtt	VTT	1.08 KB

14 - Stocks Data Analysis and Visualization in Python

001 Colab Notebooks - Stocks Data Analysis and Visualization in Python.html	HTML	73 B
002 Task 1.mp4	MP4	44.46 MB
002 Task 1_en.vtt	VTT	8.25 KB
003 Task 2.mp4	MP4	163.55 MB
003 Task 2_en.vtt	VTT	24.52 KB
004 Task 3.mp4	MP4	117.74 MB
004 Task 3_en.vtt	VTT	19.17 KB
005 Task 4.mp4	MP4	70.12 MB
005 Task 4_en.vtt	VTT	13.72 KB
006 Task 5.mp4	MP4	27.97 MB
006 Task 5_en.vtt	VTT	9.18 KB
007 Task 6.mp4	MP4	75.9 MB
007 Task 6_en.vtt	VTT	14.49 KB
008 Task 7.mp4	MP4	43.42 MB
008 Task 7_en.vtt	VTT	9.3 KB
009 Task 8.mp4	MP4	74.9 MB
009 Task 8_en.vtt	VTT	15.08 KB
28075560-stock.csv	CSV	243.85 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B
external-assets-links.txt	TXT	228 B

15 - Asset Allocation and Statistical Data Analysis

001 Colab Notebooks - Asset Allocation and Statistical Data Analysis.html	HTML	71 B
002 Task 1.mp4	MP4	142.43 MB
002 Task 1_en.vtt	VTT	19.95 KB
003 Task 2.mp4	MP4	76.5 MB
003 Task 2_en.vtt	VTT	12.2 KB
004 Task 3.mp4	MP4	87.35 MB
004 Task 3_en.vtt	VTT	12.23 KB
005 Task 4.mp4	MP4	196.24 MB
005 Task 4_en.vtt	VTT	26.84 KB
006 Task 5.mp4	MP4	68.15 MB
006 Task 5_en.vtt	VTT	12.71 KB
007 Task 6.mp4	MP4	114.96 MB
007 Task 6_en.vtt	VTT	19.15 KB
008 Task 7.mp4	MP4	55.65 MB
008 Task 7_en.vtt	VTT	10.93 KB
009 Task 8.mp4	MP4	118.15 MB
009 Task 8_en.vtt	VTT	15.78 KB
28075632-stock.csv	CSV	243.85 KB
external-assets-links.txt	TXT	228 B

16 - Capital Asset Pricing Model (CAPM)

001 Colab Notebooks - Capital Asset Pricing Model (CAPM).html	HTML	61 B
002 Task 1.mp4	MP4	148.74 MB
002 Task 1_en.vtt	VTT	21.17 KB
003 Task 2.mp4	MP4	53.65 MB
003 Task 2_en.vtt	VTT	8.29 KB
004 Task 3.mp4	MP4	38.07 MB
004 Task 3_en.vtt	VTT	7.67 KB
005 Task 4.mp4	MP4	118.54 MB
005 Task 4_en.vtt	VTT	16.59 KB
006 Task 5.mp4	MP4	64.87 MB
006 Task 5_en.vtt	VTT	10.69 KB
007 Task 6.mp4	MP4	91.89 MB
007 Task 6_en.vtt	VTT	14.42 KB
008 Task 7.mp4	MP4	68.77 MB
008 Task 7_en.vtt	VTT	12.83 KB
28075658-stock.csv	CSV	243.85 KB
external-assets-links.txt	TXT	228 B

17 - PART #3 MACHINE AND DEEP LEARNING IN FINANCE

	001 Introduction to Part #3 Machine and Deep Learning in Finance.mp4	MP4	6.28 MB
	001 Introduction to Part #3 Machine and Deep Learning in Finance_en.vtt	VTT	1.29 KB

18 - Predict Stocks Future Prices Using Machine and Deep Learning

001 Colab Notebooks - Predict Future Stock Prices Using MachineDeep Learning.html	HTML	80 B
002 Task 1.mp4	MP4	115.42 MB
002 Task 1_en.vtt	VTT	15.24 KB
003 Task 2.mp4	MP4	130.4 MB
003 Task 2_en.vtt	VTT	21.63 KB
004 Task 3.mp4	MP4	57.19 MB
004 Task 3_en.vtt	VTT	10.8 KB
005 Task 4.mp4	MP4	123.54 MB
005 Task 4_en.vtt	VTT	26.75 KB
006 Task 5.mp4	MP4	74.02 MB
006 Task 5_en.vtt	VTT	14 KB
007 Task 6.mp4	MP4	88.2 MB
007 Task 6_en.vtt	VTT	17.53 KB
008 Task 7.mp4	MP4	95.77 MB
008 Task 7_en.vtt	VTT	17.82 KB
009 Task 8.mp4	MP4	82.78 MB
009 Task 8_en.vtt	VTT	16.76 KB
010 Task 9.mp4	MP4	103.58 MB
010 Task 9_en.vtt	VTT	21.43 KB
011 Task 10.mp4	MP4	127.1 MB
011 Task 10_en.vtt	VTT	19.41 KB
012 Task 11.mp4	MP4	108.13 MB
012 Task 11_en.vtt	VTT	16.5 KB
013 Task 12.mp4	MP4	226.52 MB
013 Task 12_en.vtt	VTT	33.84 KB
28075236-stock.csv	CSV	243.85 KB
28075238-stock-volume.csv	CSV	186.96 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B
external-assets-links.txt	TXT	228 B

19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques

001 Colab Notebooks - Perform Bank Customers Segmentation.html	HTML	60 B
002 Problem statement and business case.mp4	MP4	60.18 MB
002 Problem statement and business case_en.vtt	VTT	13.2 KB
003 Import libraries and datasets.mp4	MP4	119.75 MB
003 Import libraries and datasets_en.vtt	VTT	18.75 KB
004 Visualize data.mp4	MP4	125.39 MB
004 Visualize data_en.vtt	VTT	24.35 KB
005 Understand K-means algorithm.mp4	MP4	104.04 MB
005 Understand K-means algorithm_en.vtt	VTT	19.05 KB
006 Obtain optimal K.mp4	MP4	57.47 MB
006 Obtain optimal K_en.vtt	VTT	9.5 KB
007 Apply K-means clustering.mp4	MP4	82.73 MB
007 Apply K-means clustering_en.vtt	VTT	11.74 KB
008 Principal component analysis.mp4	MP4	66.93 MB
008 Principal component analysis_en.vtt	VTT	10.84 KB
009 Intuition of autoencoders.mp4	MP4	51.59 MB
009 Intuition of autoencoders_en.vtt	VTT	9.53 KB
010 Train autoencoder.mp4	MP4	80.61 MB
010 Train autoencoder_en.vtt	VTT	15.3 KB
011 Apply autoencoder.mp4	MP4	94.31 MB
011 Apply autoencoder_en.vtt	VTT	16.42 KB
28075310-4.Marketing-data.csv	CSV	881.72 KB
external-assets-links.txt	TXT	228 B

20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing

001 Colab Notebooks - Perform Sentiment Analysis on Stocks Data.html	HTML	66 B
002 Task 1.mp4	MP4	67.88 MB
002 Task 1_en.vtt	VTT	12.33 KB
003 Task 2.mp4	MP4	68.71 MB
003 Task 2_en.vtt	VTT	12.26 KB
004 Task 3.mp4	MP4	76.44 MB
004 Task 3_en.vtt	VTT	19.26 KB
005 Task 4.mp4	MP4	85.34 MB
005 Task 4_en.vtt	VTT	15.47 KB
006 Task 5.mp4	MP4	145.94 MB
006 Task 5_en.vtt	VTT	17.57 KB
007 Task 6.mp4	MP4	119.1 MB
007 Task 6_en.vtt	VTT	17.16 KB
008 Task 7.mp4	MP4	162.67 MB
008 Task 7_en.vtt	VTT	26.94 KB
009 Task 8.mp4	MP4	49.4 MB
009 Task 8_en.vtt	VTT	9.29 KB
010 Task 9.mp4	MP4	68.45 MB
010 Task 9_en.vtt	VTT	12.74 KB
011 Task 10.mp4	MP4	74.16 MB
011 Task 10_en.vtt	VTT	12.91 KB
28075442-stock-sentiment.csv	CSV	466.66 KB
external-assets-links.txt	TXT	228 B

Download Paid Udemy Courses For Free.url

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116 B

GetFreeCourses.Co.url

URL

116 B

How you can help GetFreeCourses.Co.txt

TXT

182 B

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Python & Machine Learning for Financial Analysis

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