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GetFreeCourses.Co-Udemy-Python & Machine Learning for Financial Analysis

文件类型 收录时间 最后活跃 资源热度 文件大小 文件数量
视频 2023-8-21 09:04 2024-6-24 01:20 73 8.22 GB 113
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迅雷链接
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GetFreeCourses Co-Udemy-Python & Machine Learning for Financial Analysis

文件列表
  1. 01 - Course Introduction, Success Tips and Key Learning Outcomes/001 Welcome Message.mp4113.86MB
  2. 01 - Course Introduction, Success Tips and Key Learning Outcomes/002 Introduction, Success Tips & Best Practices and Key Learning Outcomes.mp4137.34MB
  3. 01 - Course Introduction, Success Tips and Key Learning Outcomes/003 Course Outline and Key Learning Outcomes.mp4133.42MB
  4. 01 - Course Introduction, Success Tips and Key Learning Outcomes/004 Environment Setup & Course Materials Download.mp429.23MB
  5. 01 - Course Introduction, Success Tips and Key Learning Outcomes/005 Google Colab Walkthrough.mp444.21MB
  6. 02 - PART #1 PYTHON PROGRAMMING FUNDAMENTALS/001 Introduction to Part #1 Python Programming Fundamentals.mp430.38MB
  7. 03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/002 Variable assignment.mp4101.87MB
  8. 03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/003 Math operations.mp476.4MB
  9. 03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/004 Precedence.mp436.33MB
  10. 03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/005 Print operation.mp445.77MB
  11. 03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet/006 Get User Input.mp4132.82MB
  12. 04 - Python 101 Data Types/002 Booleans.mp427.48MB
  13. 04 - Python 101 Data Types/003 List.mp462.9MB
  14. 04 - Python 101 Data Types/004 Dictionaries.mp438.92MB
  15. 04 - Python 101 Data Types/005 Strings.mp457.94MB
  16. 04 - Python 101 Data Types/006 Tuples.mp439.72MB
  17. 04 - Python 101 Data Types/007 Sets.mp431.43MB
  18. 05 - Python 101 Comparison Operators, Logical Operators, and Conditional Statements/002 Comparison operators.mp433.64MB
  19. 05 - Python 101 Comparison Operators, Logical Operators, and Conditional Statements/003 Logical operators.mp448MB
  20. 05 - Python 101 Comparison Operators, Logical Operators, and Conditional Statements/004 Conditional statements - Part #1.mp459.19MB
  21. 05 - Python 101 Comparison Operators, Logical Operators, and Conditional Statements/005 Conditional statements - Part #2.mp439.33MB
  22. 06 - Python 101 Loops/002 For loops.mp472.02MB
  23. 06 - Python 101 Loops/003 Range.mp438.57MB
  24. 06 - Python 101 Loops/004 While Loops.mp461.59MB
  25. 06 - Python 101 Loops/005 Break a loop.mp437.67MB
  26. 06 - Python 101 Loops/006 Nested loops.mp434.45MB
  27. 06 - Python 101 Loops/007 List comprehension.mp444.49MB
  28. 07 - Python 101 Functions/002 Functions built-in functions.mp426.42MB
  29. 07 - Python 101 Functions/003 Custom functions.mp449.31MB
  30. 07 - Python 101 Functions/004 Lambda expression.mp428.75MB
  31. 07 - Python 101 Functions/005 Map.mp451.75MB
  32. 07 - Python 101 Functions/006 Filter.mp436.17MB
  33. 08 - Python 101 Files Operations/002 Reading & Writing Text Files.mp4112.85MB
  34. 08 - Python 101 Files Operations/003 Reading & Writing CSV Files.mp468.53MB
  35. 09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/002 Numpy basics.mp443.8MB
  36. 09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/003 Built-in methods.mp460.01MB
  37. 09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/004 Shape Length Type.mp466.77MB
  38. 09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/005 Math operations.mp437.01MB
  39. 09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/006 Slicing & indexing.mp448.12MB
  40. 09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)/007 Elements Selection.mp424.65MB
  41. 10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/002 Pandas Introduction to Pandas and DataFrames.mp4126.08MB
  42. 10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/003 Reading HTML data, and applying functions, and sorting.mp473.56MB
  43. 10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/004 DataFrame operations.mp440.88MB
  44. 10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/005 Pandas with functions.mp434.48MB
  45. 10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/006 Ordering and Sorting.mp421.13MB
  46. 10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)/007 Mergingjoiningconcatenation.mp4122.34MB
  47. 11 - Python 101 Data Visualization with Matplotlib/002 Line Plot.mp480.39MB
  48. 11 - Python 101 Data Visualization with Matplotlib/003 Scatterplot.mp419.94MB
  49. 11 - Python 101 Data Visualization with Matplotlib/004 Pie Chart.mp428.73MB
  50. 11 - Python 101 Data Visualization with Matplotlib/005 Histograms.mp428.15MB
  51. 11 - Python 101 Data Visualization with Matplotlib/006 Multiple Plots.mp416.11MB
  52. 11 - Python 101 Data Visualization with Matplotlib/007 Subplots.mp426.64MB
  53. 11 - Python 101 Data Visualization with Matplotlib/008 3D Plots.mp426.46MB
  54. 11 - Python 101 Data Visualization with Matplotlib/009 BoxPlot.mp450.16MB
  55. 12 - Python 101 Data Visualization with Seaborn/002 Data Visualization with Seaborn - Part #1.mp4159.09MB
  56. 12 - Python 101 Data Visualization with Seaborn/003 Data Visualization with Seaborn - Part #2.mp4128.78MB
  57. 13 - PART #2 PYTHON FOR FINANCIAL ANALYSIS/001 Introduction to Part #2 Python for Financial Analysis.mp410.39MB
  58. 14 - Stocks Data Analysis and Visualization in Python/002 Task 1.mp444.46MB
  59. 14 - Stocks Data Analysis and Visualization in Python/003 Task 2.mp4163.55MB
  60. 14 - Stocks Data Analysis and Visualization in Python/004 Task 3.mp4117.74MB
  61. 14 - Stocks Data Analysis and Visualization in Python/005 Task 4.mp470.12MB
  62. 14 - Stocks Data Analysis and Visualization in Python/006 Task 5.mp427.97MB
  63. 14 - Stocks Data Analysis and Visualization in Python/007 Task 6.mp475.9MB
  64. 14 - Stocks Data Analysis and Visualization in Python/008 Task 7.mp443.42MB
  65. 14 - Stocks Data Analysis and Visualization in Python/009 Task 8.mp474.9MB
  66. 15 - Asset Allocation and Statistical Data Analysis/002 Task 1.mp4142.43MB
  67. 15 - Asset Allocation and Statistical Data Analysis/003 Task 2.mp476.5MB
  68. 15 - Asset Allocation and Statistical Data Analysis/004 Task 3.mp487.35MB
  69. 15 - Asset Allocation and Statistical Data Analysis/005 Task 4.mp4196.24MB
  70. 15 - Asset Allocation and Statistical Data Analysis/006 Task 5.mp468.15MB
  71. 15 - Asset Allocation and Statistical Data Analysis/007 Task 6.mp4114.96MB
  72. 15 - Asset Allocation and Statistical Data Analysis/008 Task 7.mp455.65MB
  73. 15 - Asset Allocation and Statistical Data Analysis/009 Task 8.mp4118.15MB
  74. 16 - Capital Asset Pricing Model (CAPM)/002 Task 1.mp4148.74MB
  75. 16 - Capital Asset Pricing Model (CAPM)/003 Task 2.mp453.65MB
  76. 16 - Capital Asset Pricing Model (CAPM)/004 Task 3.mp438.07MB
  77. 16 - Capital Asset Pricing Model (CAPM)/005 Task 4.mp4118.54MB
  78. 16 - Capital Asset Pricing Model (CAPM)/006 Task 5.mp464.87MB
  79. 16 - Capital Asset Pricing Model (CAPM)/007 Task 6.mp491.89MB
  80. 16 - Capital Asset Pricing Model (CAPM)/008 Task 7.mp468.77MB
  81. 17 - PART #3 MACHINE AND DEEP LEARNING IN FINANCE/001 Introduction to Part #3 Machine and Deep Learning in Finance.mp46.28MB
  82. 18 - Predict Stocks Future Prices Using Machine and Deep Learning/002 Task 1.mp4115.42MB
  83. 18 - Predict Stocks Future Prices Using Machine and Deep Learning/003 Task 2.mp4130.4MB
  84. 18 - Predict Stocks Future Prices Using Machine and Deep Learning/004 Task 3.mp457.19MB
  85. 18 - Predict Stocks Future Prices Using Machine and Deep Learning/005 Task 4.mp4123.54MB
  86. 18 - Predict Stocks Future Prices Using Machine and Deep Learning/006 Task 5.mp474.02MB
  87. 18 - Predict Stocks Future Prices Using Machine and Deep Learning/007 Task 6.mp488.2MB
  88. 18 - Predict Stocks Future Prices Using Machine and Deep Learning/008 Task 7.mp495.77MB
  89. 18 - Predict Stocks Future Prices Using Machine and Deep Learning/009 Task 8.mp482.78MB
  90. 18 - Predict Stocks Future Prices Using Machine and Deep Learning/010 Task 9.mp4103.58MB
  91. 18 - Predict Stocks Future Prices Using Machine and Deep Learning/011 Task 10.mp4127.1MB
  92. 18 - Predict Stocks Future Prices Using Machine and Deep Learning/012 Task 11.mp4108.13MB
  93. 18 - Predict Stocks Future Prices Using Machine and Deep Learning/013 Task 12.mp4226.52MB
  94. 19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/002 Problem statement and business case.mp460.18MB
  95. 19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/003 Import libraries and datasets.mp4119.75MB
  96. 19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/004 Visualize data.mp4125.39MB
  97. 19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/005 Understand K-means algorithm.mp4104.04MB
  98. 19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/006 Obtain optimal K.mp457.47MB
  99. 19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/007 Apply K-means clustering.mp482.73MB
  100. 19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/008 Principal component analysis.mp466.93MB
  101. 19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/009 Intuition of autoencoders.mp451.59MB
  102. 19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/010 Train autoencoder.mp480.61MB
  103. 19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques/011 Apply autoencoder.mp494.31MB
  104. 20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/002 Task 1.mp467.88MB
  105. 20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/003 Task 2.mp468.71MB
  106. 20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/004 Task 3.mp476.44MB
  107. 20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/005 Task 4.mp485.34MB
  108. 20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/006 Task 5.mp4145.94MB
  109. 20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/007 Task 6.mp4119.1MB
  110. 20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/008 Task 7.mp4162.67MB
  111. 20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/009 Task 8.mp449.4MB
  112. 20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/010 Task 9.mp468.45MB
  113. 20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing/011 Task 10.mp474.16MB
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