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Python & Machine Learning for Financial Analysis
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Python & Machine Learning for Financial Analysis

Master Python Programming Fundamentals and Harness the Power of ML to Solve Real-World Practical Applications in Finance

Udemy Link - https://www.udemy.com/course/ml-and-python-in-finance-real-cases-and-practical-solutions/

Please seed as much as you can!

01 - Course Introduction, Success Tips and Key Learning Outcomes/001 Welcome Message.mp4113.86 MiB
01 - Course Introduction, Success Tips and Key Learning Outcomes/001 Welcome Message_en.vtt6.02 KiB
01 - Course Introduction, Success Tips and Key Learning Outcomes/002 Introduction, Success Tips & Best Practices and Key Learning Outcomes.mp4137.34 MiB
01 - Course Introduction, Success Tips and Key Learning Outcomes/002 Introduction, Success Tips & Best Practices and Key Learning Outcomes_en.vtt16.18 KiB
01 - Course Introduction, Success Tips and Key Learning Outcomes/003 Course Outline and Key Learning Outcomes.mp4133.42 MiB
01 - Course Introduction, Success Tips and Key Learning Outcomes/003 Course Outline and Key Learning Outcomes_en.vtt21.94 KiB
01 - Course Introduction, Success Tips and Key Learning Outcomes/004 Environment Setup & Course Materials Download.mp429.23 MiB
01 - Course Introduction, Success Tips and Key Learning Outcomes/004 Environment Setup & Course Materials Download_en.vtt10.72 KiB
01 - Course Introduction, Success Tips and Key Learning Outcomes/005 Google Colab Walkthrough.mp444.21 MiB
01 - Course Introduction, Success Tips and Key Learning Outcomes/005 Google Colab Walkthrough_en.vtt1 KiB
01 - Course Introduction, Success Tips and Key Learning Outcomes/006 Python for Data Science Learning Path.html1.36 KiB
01 - Course Introduction, Success Tips and Key Learning Outcomes/007 Study Tips For Success.html1017 B
01 - Course Introduction, Success Tips and Key Learning Outcomes/28076794-Python-for-Financial-Analysis-Course-Package.zip28.3 MiB
02 - PART #1 PYTHON PROGRAMMING FUNDAMENTALS/001 Introduction to Part #1 Python Programming Fundamentals.mp430.38 MiB
02 - PART #1 PYTHON PROGRAMMING FUNDAMENTALS/001 Introduction to Part #1 Python Programming Fundamentals_en.vtt1.56 KiB
03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/001 Colab Notebooks - Variables Assignment, Math Ops, Precedence, and PrintGet.html82 B
03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/002 Variable assignment.mp4101.87 MiB
03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/002 Variable assignment_en.vtt17.66 KiB
03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/003 Math operations.mp476.4 MiB
03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/003 Math operations_en.vtt16.84 KiB
03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/004 Precedence.mp436.33 MiB
03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/004 Precedence_en.vtt14.58 KiB
03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/005 Print operation.mp445.77 MiB
03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/005 Print operation_en.vtt14.09 KiB
03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/006 Get User Input.mp4132.82 MiB
03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/006 Get User Input_en.vtt21.95 KiB
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05 - Python 101 Comparison Operators, Logical Operators, and Conditional Statements/001 Colab Notebooks - Comparison Operators, Logical Operators and If Statements.html82 B
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05 - Python 101 Comparison Operators, Logical Operators, and Conditional Statements/002 Comparison operators_en.vtt13.03 KiB
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05 - Python 101 Comparison Operators, Logical Operators, and Conditional Statements/003 Logical operators_en.vtt13.63 KiB
05 - Python 101 Comparison Operators, Logical Operators, and Conditional Statements/004 Conditional statements - Part #1.mp459.19 MiB
05 - Python 101 Comparison Operators, Logical Operators, and Conditional Statements/004 Conditional statements - Part #1_en.vtt20.76 KiB
05 - Python 101 Comparison Operators, Logical Operators, and Conditional Statements/005 Conditional statements - Part #2.mp439.33 MiB
05 - Python 101 Comparison Operators, Logical Operators, and Conditional Statements/005 Conditional statements - Part #2_en.vtt16.92 KiB
05 - Python 101 Comparison Operators, Logical Operators, and Conditional Statements/external-assets-links.txt228 B
06 - Python 101 Loops/001 Colab Notebooks - ForWhile Loops, Range, List Comprehension.html67 B
06 - Python 101 Loops/002 For loops.mp472.02 MiB
06 - Python 101 Loops/002 For loops_en.vtt17.83 KiB
06 - Python 101 Loops/003 Range.mp438.57 MiB
06 - Python 101 Loops/003 Range_en.vtt13.9 KiB
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06 - Python 101 Loops/007 List comprehension.mp444.49 MiB
06 - Python 101 Loops/007 List comprehension_en.vtt21.66 KiB
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09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/001 Colab Notebooks - Numpy.html3 B
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09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/002 Numpy basics_en.vtt10.26 KiB
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09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/005 Math operations.mp437.01 MiB
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09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/006 Slicing & indexing.mp448.12 MiB
09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/006 Slicing & indexing_en.vtt20.42 KiB
09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/007 Elements Selection.mp424.65 MiB
09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/007 Elements Selection_en.vtt10.47 KiB
09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/GetFreeCourses.Co.url116 B
09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/How you can help GetFreeCourses.Co.txt182 B
09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/external-assets-links.txt228 B
10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/001 Colab Notebooks - Pandas.html31 B
10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/002 Pandas Introduction to Pandas and DataFrames.mp4126.08 MiB
10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/002 Pandas Introduction to Pandas and DataFrames_en.vtt24.99 KiB
10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/003 Reading HTML data, and applying functions, and sorting.mp473.56 MiB
10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/003 Reading HTML data, and applying functions, and sorting_en.vtt15.38 KiB
10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/004 DataFrame operations.mp440.88 MiB
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10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/005 Pandas with functions.mp434.48 MiB
10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/005 Pandas with functions_en.vtt10.85 KiB
10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/006 Ordering and Sorting.mp421.13 MiB
10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/006 Ordering and Sorting_en.vtt6.49 KiB
10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/007 Mergingjoiningconcatenation.mp4122.34 MiB
10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/007 Mergingjoiningconcatenation_en.vtt25.34 KiB
10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/28076080-bank-client-information.csv202 B
10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/external-assets-links.txt228 B
11 - Python 101 Data Visualization with Matplotlib/001 Colab Notebooks - Data Visualization with Matplotlib.html59 B
11 - Python 101 Data Visualization with Matplotlib/002 Line Plot.mp480.39 MiB
11 - Python 101 Data Visualization with Matplotlib/002 Line Plot_en.vtt16.21 KiB
11 - Python 101 Data Visualization with Matplotlib/003 Scatterplot.mp419.94 MiB
11 - Python 101 Data Visualization with Matplotlib/003 Scatterplot_en.vtt7.89 KiB
11 - Python 101 Data Visualization with Matplotlib/004 Pie Chart.mp428.73 MiB
11 - Python 101 Data Visualization with Matplotlib/004 Pie Chart_en.vtt11.45 KiB
11 - Python 101 Data Visualization with Matplotlib/005 Histograms.mp428.15 MiB
11 - Python 101 Data Visualization with Matplotlib/005 Histograms_en.vtt11.6 KiB
11 - Python 101 Data Visualization with Matplotlib/006 Multiple Plots.mp416.11 MiB
11 - Python 101 Data Visualization with Matplotlib/006 Multiple Plots_en.vtt5.81 KiB
11 - Python 101 Data Visualization with Matplotlib/007 Subplots.mp426.64 MiB
11 - Python 101 Data Visualization with Matplotlib/007 Subplots_en.vtt10.26 KiB
11 - Python 101 Data Visualization with Matplotlib/008 3D Plots.mp426.46 MiB
11 - Python 101 Data Visualization with Matplotlib/008 3D Plots_en.vtt9.36 KiB
11 - Python 101 Data Visualization with Matplotlib/009 BoxPlot.mp450.16 MiB
11 - Python 101 Data Visualization with Matplotlib/009 BoxPlot_en.vtt11.25 KiB
11 - Python 101 Data Visualization with Matplotlib/28076362-stocks.csv243.85 KiB
11 - Python 101 Data Visualization with Matplotlib/28076366-daily-returns.csv123.97 KiB
11 - Python 101 Data Visualization with Matplotlib/external-assets-links.txt228 B
12 - Python 101 Data Visualization with Seaborn/001 Colab Notebooks - Data Visualization with Seaborn.html56 B
12 - Python 101 Data Visualization with Seaborn/002 Data Visualization with Seaborn - Part #1.mp4159.09 MiB
12 - Python 101 Data Visualization with Seaborn/002 Data Visualization with Seaborn - Part #1_en.vtt27.66 KiB
12 - Python 101 Data Visualization with Seaborn/003 Data Visualization with Seaborn - Part #2.mp4128.78 MiB
12 - Python 101 Data Visualization with Seaborn/003 Data Visualization with Seaborn - Part #2_en.vtt17.13 KiB
12 - Python 101 Data Visualization with Seaborn/external-assets-links.txt228 B
13 - PART #2 PYTHON FOR FINANCIAL ANALYSIS/001 Introduction to Part #2 Python for Financial Analysis.mp410.39 MiB
13 - PART #2 PYTHON FOR FINANCIAL ANALYSIS/001 Introduction to Part #2 Python for Financial Analysis_en.vtt1.08 KiB
14 - Stocks Data Analysis and Visualization in Python/001 Colab Notebooks - Stocks Data Analysis and Visualization in Python.html73 B
14 - Stocks Data Analysis and Visualization in Python/002 Task 1.mp444.46 MiB
14 - Stocks Data Analysis and Visualization in Python/002 Task 1_en.vtt8.25 KiB
14 - Stocks Data Analysis and Visualization in Python/003 Task 2.mp4163.55 MiB
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14 - Stocks Data Analysis and Visualization in Python/004 Task 3.mp4117.74 MiB
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14 - Stocks Data Analysis and Visualization in Python/007 Task 6.mp475.9 MiB
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14 - Stocks Data Analysis and Visualization in Python/28075560-stock.csv243.85 KiB
14 - Stocks Data Analysis and Visualization in Python/GetFreeCourses.Co.url116 B
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14 - Stocks Data Analysis and Visualization in Python/external-assets-links.txt228 B
15 - Asset Allocation and Statistical Data Analysis/001 Colab Notebooks - Asset Allocation and Statistical Data Analysis.html71 B
15 - Asset Allocation and Statistical Data Analysis/002 Task 1.mp4142.43 MiB
15 - Asset Allocation and Statistical Data Analysis/002 Task 1_en.vtt19.95 KiB
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15 - Asset Allocation and Statistical Data Analysis/28075632-stock.csv243.85 KiB
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16 - Capital Asset Pricing Model (CAPM)/001 Colab Notebooks - Capital Asset Pricing Model (CAPM).html61 B
16 - Capital Asset Pricing Model (CAPM)/002 Task 1.mp4148.74 MiB
16 - Capital Asset Pricing Model (CAPM)/002 Task 1_en.vtt21.17 KiB
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17 - PART #3 MACHINE AND DEEP LEARNING IN FINANCE/001 Introduction to Part #3 Machine and Deep Learning in Finance.mp46.28 MiB
17 - PART #3 MACHINE AND DEEP LEARNING IN FINANCE/001 Introduction to Part #3 Machine and Deep Learning in Finance_en.vtt1.29 KiB
18 - Predict Stocks Future Prices Using Machine and Deep Learning/001 Colab Notebooks - Predict Future Stock Prices Using MachineDeep Learning.html8 B
18 - Predict Stocks Future Prices Using Machine and Deep Learning/002 Task 1.mp4115.42 MiB
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19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/001 Colab Notebooks - Perform Bank Customers Segmentation.html6 B
19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/002 Problem statement and business case.mp460.18 MiB
19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/002 Problem statement and business case_en.vtt13.2 KiB
19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/003 Import libraries and datasets.mp4119.75 MiB
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19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/008 Principal component analysis_en.vtt10.84 KiB
19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/009 Intuition of autoencoders.mp451.59 MiB
19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/009 Intuition of autoencoders_en.vtt9.53 KiB
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20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/001 Colab Notebooks - Perform Sentiment Analysis on Stocks Data.html66 B
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20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/010 Task 9.mp468.45 MiB
20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/010 Task 9_en.vtt12.74 KiB
20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/011 Task 10.mp474.16 MiB
20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/011 Task 10_en.vtt12.91 KiB
20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/28075442-stock-sentiment.csv466.66 KiB
20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/external-assets-links.txt228 B
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