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[ ] Python for Data Science and Machine Learning (2024)

  • 收录时间:2025-04-21 20:58:32
  • 文件大小:3GB
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  • 最近下载:2025-04-21 20:58:32
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文件列表

  1. ~Get Your Files Here !/1 - Introduction/2 - Introduction to Python Tools.mp4 153MB
  2. ~Get Your Files Here !/3 - Python Pandas/14 - Introduction to Pandas.mp4 135MB
  3. ~Get Your Files Here !/6 - Basic Statistics/59 - Descriptive Statistics.mp4 108MB
  4. ~Get Your Files Here !/2 - Python Crash Course/13 - Sets.mp4 107MB
  5. ~Get Your Files Here !/4 - Data Exploration and Cleaning/46 - Visualization Part 1 Pandas.mp4 92MB
  6. ~Get Your Files Here !/1 - Introduction/1 - Setting up the Environment.mp4 91MB
  7. ~Get Your Files Here !/6 - Basic Statistics/61 - Moving Averages.mp4 89MB
  8. ~Get Your Files Here !/4 - Data Exploration and Cleaning/39 - Reading Files.mp4 88MB
  9. ~Get Your Files Here !/7 - Inferential Statistics/64 - Hypothesis Testing.mp4 88MB
  10. ~Get Your Files Here !/3 - Python Pandas/25 - Position based indexing using iloc.mp4 85MB
  11. ~Get Your Files Here !/4 - Data Exploration and Cleaning/45 - Frequency Tables.mp4 85MB
  12. ~Get Your Files Here !/7 - Inferential Statistics/63 - Statistical Distributions.mp4 84MB
  13. ~Get Your Files Here !/8 - Predictive Modeling/68 - Decision Trees.mp4 84MB
  14. ~Get Your Files Here !/8 - Predictive Modeling/66 - Linear Regression.mp4 78MB
  15. ~Get Your Files Here !/6 - Basic Statistics/62 - Confidence Intervals.mp4 77MB
  16. ~Get Your Files Here !/3 - Python Pandas/20 - Accessing csv files.mp4 73MB
  17. ~Get Your Files Here !/4 - Data Exploration and Cleaning/47 - Visualization Part 2 Matplotlib.mp4 64MB
  18. ~Get Your Files Here !/4 - Data Exploration and Cleaning/37 - Downloading Data yfinance API.mp4 62MB
  19. ~Get Your Files Here !/4 - Data Exploration and Cleaning/40 - Working with My Sql Database.mp4 57MB
  20. ~Get Your Files Here !/8 - Predictive Modeling/67 - Logistic Regression.mp4 57MB
  21. ~Get Your Files Here !/3 - Python Pandas/21 - Data Inspection.mp4 55MB
  22. ~Get Your Files Here !/3 - Python Pandas/34 - Missing Values Part 2.mp4 54MB
  23. ~Get Your Files Here !/4 - Data Exploration and Cleaning/44 - Data Normalization.mp4 52MB
  24. ~Get Your Files Here !/5 - Financial Returns/57 - Daily Return vs Log Returns.mp4 46MB
  25. ~Get Your Files Here !/5 - Financial Returns/58 - More About Log Returns.mp4 45MB
  26. ~Get Your Files Here !/3 - Python Pandas/31 - Conditional Filter.mp4 41MB
  27. ~Get Your Files Here !/2 - Python Crash Course/7 - Lists 2.mp4 41MB
  28. ~Get Your Files Here !/7 - Inferential Statistics/65 - Analysis of Variance.mp4 40MB
  29. ~Get Your Files Here !/3 - Python Pandas/27 - Label based Slicing using loc.mp4 40MB
  30. ~Get Your Files Here !/2 - Python Crash Course/8 - Lists 3.mp4 40MB
  31. ~Get Your Files Here !/8 - Predictive Modeling/69 - Random Forests.mp4 39MB
  32. ~Get Your Files Here !/3 - Python Pandas/22 - Dataframe Indexing 1.mp4 38MB
  33. ~Get Your Files Here !/4 - Data Exploration and Cleaning/38 - String to Datetime.mp4 36MB
  34. ~Get Your Files Here !/3 - Python Pandas/29 - Reset Index.mp4 35MB
  35. ~Get Your Files Here !/6 - Basic Statistics/60 - Five Point Summary.mp4 34MB
  36. ~Get Your Files Here !/4 - Data Exploration and Cleaning/43 - Resample DataFrame.mp4 33MB
  37. ~Get Your Files Here !/2 - Python Crash Course/3 - Arithmetic Operations in Python.mp4 33MB
  38. ~Get Your Files Here !/5 - Financial Returns/50 - TVPI.mp4 33MB
  39. ~Get Your Files Here !/3 - Python Pandas/35 - Group by.mp4 33MB
  40. ~Get Your Files Here !/2 - Python Crash Course/4 - Data Types.mp4 31MB
  41. ~Get Your Files Here !/2 - Python Crash Course/9 - Tuples.mp4 31MB
  42. ~Get Your Files Here !/2 - Python Crash Course/5 - Variables.mp4 31MB
  43. ~Get Your Files Here !/2 - Python Crash Course/10 - Strings 1.mp4 29MB
  44. ~Get Your Files Here !/2 - Python Crash Course/11 - Strings 2.mp4 29MB
  45. ~Get Your Files Here !/3 - Python Pandas/16 - Pandas Series Part 2.mp4 28MB
  46. ~Get Your Files Here !/5 - Financial Returns/51 - CAGR.mp4 27MB
  47. ~Get Your Files Here !/3 - Python Pandas/24 - Dataframe Filter.mp4 25MB
  48. ~Get Your Files Here !/2 - Python Crash Course/12 - Dictionaries.mp4 25MB
  49. ~Get Your Files Here !/5 - Financial Returns/52 - Geometric Returns.mp4 25MB
  50. ~Get Your Files Here !/5 - Financial Returns/55 - Continuous Compounding.mp4 24MB
  51. ~Get Your Files Here !/3 - Python Pandas/17 - Pandas Series Unique.mp4 24MB
  52. ~Get Your Files Here !/4 - Data Exploration and Cleaning/36 - Intro to Time Series.mp4 23MB
  53. ~Get Your Files Here !/3 - Python Pandas/26 - Dataframe Slicing using iloc.mp4 23MB
  54. ~Get Your Files Here !/5 - Financial Returns/54 - Simple vs Compound Interest.mp4 23MB
  55. ~Get Your Files Here !/2 - Python Crash Course/6 - Intro to Lists.mp4 23MB
  56. ~Get Your Files Here !/3 - Python Pandas/18 - Pandas Series Sorting.mp4 20MB
  57. ~Get Your Files Here !/3 - Python Pandas/19 - Introduction to DataFrames.mp4 20MB
  58. ~Get Your Files Here !/3 - Python Pandas/15 - Pandas Series Part 1.mp4 20MB
  59. ~Get Your Files Here !/4 - Data Exploration and Cleaning/42 - Pivot DataFrame.mp4 20MB
  60. ~Get Your Files Here !/5 - Financial Returns/56 - Intro to log Returns.mp4 19MB
  61. ~Get Your Files Here !/3 - Python Pandas/32 - Advanced Filter.mp4 18MB
  62. ~Get Your Files Here !/3 - Python Pandas/23 - Dataframe Indexing 2.mp4 18MB
  63. ~Get Your Files Here !/5 - Financial Returns/53 - Risk vs Returns.mp4 17MB
  64. ~Get Your Files Here !/3 - Python Pandas/30 - Rename Columns.mp4 17MB
  65. ~Get Your Files Here !/5 - Financial Returns/48 - Calculate Price Changes.mp4 15MB
  66. ~Get Your Files Here !/3 - Python Pandas/28 - Loc with numeric index.mp4 14MB
  67. ~Get Your Files Here !/4 - Data Exploration and Cleaning/41 - Slice Time Series Data.mp4 12MB
  68. ~Get Your Files Here !/3 - Python Pandas/33 - Missing Values Part 1.mp4 10MB
  69. ~Get Your Files Here !/5 - Financial Returns/49 - Calculate Financial Returns.mp4 8MB
  70. ~Get Your Files Here !/4 - Data Exploration and Cleaning/43 - tick.csv 598KB
  71. ~Get Your Files Here !/4 - Data Exploration and Cleaning/46 - 22-Pandas.ipynb 312KB
  72. ~Get Your Files Here !/4 - Data Exploration and Cleaning/42 - bank-data.csv 244KB
  73. ~Get Your Files Here !/4 - Data Exploration and Cleaning/44 - bank-data.csv 244KB
  74. ~Get Your Files Here !/6 - Basic Statistics/61 - Moving-Averages.ipynb 240KB
  75. ~Get Your Files Here !/6 - Basic Statistics/59 - 25.Intro-to-Statistics.ipynb 232KB
  76. ~Get Your Files Here !/8 - Predictive Modeling/68 - 32-Decision-Trees.ipynb 175KB
  77. ~Get Your Files Here !/8 - Predictive Modeling/66 - 30-Linear-Regression.ipynb 151KB
  78. ~Get Your Files Here !/5 - Financial Returns/58 - 40.More-about-Log-Returns.ipynb 149KB
  79. ~Get Your Files Here !/7 - Inferential Statistics/63 - 26.Distributions.ipynb 135KB
  80. ~Get Your Files Here !/5 - Financial Returns/48 - daily.csv 99KB
  81. ~Get Your Files Here !/5 - Financial Returns/49 - daily.csv 99KB
  82. ~Get Your Files Here !/5 - Financial Returns/50 - daily.csv 99KB
  83. ~Get Your Files Here !/5 - Financial Returns/53 - daily.csv 99KB
  84. ~Get Your Files Here !/6 - Basic Statistics/61 - nifty.csv 99KB
  85. ~Get Your Files Here !/3 - Python Pandas/27 - 14.Label-based-Slicing-using-loc.ipynb 93KB
  86. ~Get Your Files Here !/5 - Financial Returns/52 - 35.Geometric-Returns.ipynb 93KB
  87. ~Get Your Files Here !/6 - Basic Statistics/62 - 27.Confidence-Intervals.ipynb 69KB
  88. ~Get Your Files Here !/5 - Financial Returns/51 - 34.CAGR-vs-Annual-Returns.ipynb 65KB
  89. ~Get Your Files Here !/3 - Python Pandas/20 - titanic.csv 59KB
  90. ~Get Your Files Here !/3 - Python Pandas/31 - titanic.csv 59KB
  91. ~Get Your Files Here !/3 - Python Pandas/32 - titanic.csv 59KB
  92. ~Get Your Files Here !/3 - Python Pandas/34 - titanic.csv 59KB
  93. ~Get Your Files Here !/4 - Data Exploration and Cleaning/45 - titanic.csv 59KB
  94. ~Get Your Files Here !/8 - Predictive Modeling/67 - titanic.csv 59KB
  95. ~Get Your Files Here !/5 - Financial Returns/57 - 39.Daily-Returns-vs-Log-Returns.ipynb 48KB
  96. ~Get Your Files Here !/5 - Financial Returns/50 - 33.TVPI-or-multiples.ipynb 46KB
  97. ~Get Your Files Here !/7 - Inferential Statistics/64 - 28.Hypothesis.ipynb 43KB
  98. ~Get Your Files Here !/4 - Data Exploration and Cleaning/45 - 21-Frequency-Tables.ipynb 37KB
  99. ~Get Your Files Here !/3 - Python Pandas/25 - IPL.csv 37KB
  100. ~Get Your Files Here !/3 - Python Pandas/26 - IPL.csv 37KB
  101. ~Get Your Files Here !/3 - Python Pandas/27 - IPL.csv 37KB
  102. ~Get Your Files Here !/3 - Python Pandas/29 - IPL.csv 37KB
  103. ~Get Your Files Here !/8 - Predictive Modeling/67 - 31-Logistic-Regression.ipynb 31KB
  104. ~Get Your Files Here !/4 - Data Exploration and Cleaning/39 - 10.Accessing-Data.ipynb 26KB
  105. ~Get Your Files Here !/7 - Inferential Statistics/65 - 29-Analysis-of-variance.ipynb 21KB
  106. ~Get Your Files Here !/4 - Data Exploration and Cleaning/36 - minute.csv 17KB
  107. ~Get Your Files Here !/4 - Data Exploration and Cleaning/38 - minute.csv 17KB
  108. ~Get Your Files Here !/4 - Data Exploration and Cleaning/39 - minute.csv 17KB
  109. ~Get Your Files Here !/4 - Data Exploration and Cleaning/41 - minute.csv 17KB
  110. ~Get Your Files Here !/4 - Data Exploration and Cleaning/47 - minute.csv 17KB
  111. ~Get Your Files Here !/6 - Basic Statistics/60 - Five-point-Summary.ipynb 15KB
  112. ~Get Your Files Here !/2 - Python Crash Course/6 - 5.Lists.ipynb 11KB
  113. ~Get Your Files Here !/4 - Data Exploration and Cleaning/47 - Charts-with-Matplotlibs.ipynb 10KB
  114. ~Get Your Files Here !/2 - Python Crash Course/12 - 7-Dictionaries-Sets.ipynb 9KB
  115. ~Get Your Files Here !/2 - Python Crash Course/9 - 6.Tuples-and-strings.ipynb 9KB
  116. ~Get Your Files Here !/2 - Python Crash Course/3 - 1.Arithmetic.ipynb 9KB
  117. ~Get Your Files Here !/2 - Python Crash Course/4 - 2.Data-Types.ipynb 6KB
  118. ~Get Your Files Here !/3 - Python Pandas/18 - 5.Sorting-a-Series.ipynb 6KB
  119. ~Get Your Files Here !/5 - Financial Returns/54 - 36.Simple-vs-Compound-Interest.ipynb 6KB
  120. ~Get Your Files Here !/8 - Predictive Modeling/69 - 33-Random-Forests.ipynb 6KB
  121. ~Get Your Files Here !/3 - Python Pandas/35 - 22.Groupby.ipynb 6KB
  122. ~Get Your Files Here !/3 - Python Pandas/30 - 17.Rename-columns.ipynb 5KB
  123. ~Get Your Files Here !/3 - Python Pandas/15 - 2.Pandas-Series-Part-1.ipynb 5KB
  124. ~Get Your Files Here !/4 - Data Exploration and Cleaning/40 - 11-Accessing-MySQL-Database.ipynb 5KB
  125. ~Get Your Files Here !/5 - Financial Returns/55 - 37-Continuous-Compounding.ipynb 5KB
  126. ~Get Your Files Here !/3 - Python Pandas/34 - 21.Handling-Missing-Values-Part-2.ipynb 5KB
  127. ~Get Your Files Here !/3 - Python Pandas/19 - 6.Dataframes-Intro.ipynb 5KB
  128. ~Get Your Files Here !/4 - Data Exploration and Cleaning/38 - 24.Convert-string-to-datetime-column.ipynb 4KB
  129. ~Get Your Files Here !/3 - Python Pandas/25 - 12.Position-based-Index-iloc.ipynb 4KB
  130. ~Get Your Files Here !/4 - Data Exploration and Cleaning/46 - diamond.csv 4KB
  131. ~Get Your Files Here !/3 - Python Pandas/31 - 18.Conditional-Filter.ipynb 4KB
  132. ~Get Your Files Here !/3 - Python Pandas/21 - 8.Data-Inspection.ipynb 4KB
  133. ~Get Your Files Here !/3 - Python Pandas/17 - 4.Pandas-Series-Unique.ipynb 4KB
  134. ~Get Your Files Here !/3 - Python Pandas/16 - 3.Pandas-Series-Part-2.ipynb 4KB
  135. ~Get Your Files Here !/4 - Data Exploration and Cleaning/43 - 26.Resample.ipynb 3KB
  136. ~Get Your Files Here !/3 - Python Pandas/26 - 13.Index-based-Slicing-iloc.ipynb 3KB
  137. ~Get Your Files Here !/3 - Python Pandas/29 - 16.Reset-index.ipynb 3KB
  138. ~Get Your Files Here !/3 - Python Pandas/22 - 9.Dataframes-Index.ipynb 3KB
  139. ~Get Your Files Here !/2 - Python Crash Course/5 - 4.Variables.ipynb 3KB
  140. ~Get Your Files Here !/3 - Python Pandas/24 - 10.Dataframe-Filter.ipynb 3KB
  141. ~Get Your Files Here !/4 - Data Exploration and Cleaning/37 - 27-Downloading-Data-yfinance-API.ipynb 3KB
  142. ~Get Your Files Here !/3 - Python Pandas/23 - 11.Indexing-in-Dataframes.ipynb 3KB
  143. ~Get Your Files Here !/3 - Python Pandas/32 - 19.Advanced-Filter-Dataframe.ipynb 3KB
  144. ~Get Your Files Here !/3 - Python Pandas/28 - 15.loc-with-numeric-index.ipynb 3KB
  145. ~Get Your Files Here !/3 - Python Pandas/20 - 7-Data-from-csv-file.ipynb 2KB
  146. ~Get Your Files Here !/4 - Data Exploration and Cleaning/41 - 25.Slice-Time-Series-Data.ipynb 2KB
  147. ~Get Your Files Here !/5 - Financial Returns/56 - 38.Intro-to-Log-Returns.ipynb 2KB
  148. ~Get Your Files Here !/5 - Financial Returns/53 - 32.Risk-vs-Reward.ipynb 2KB
  149. ~Get Your Files Here !/4 - Data Exploration and Cleaning/44 - 29.Data-Normalization.ipynb 2KB
  150. ~Get Your Files Here !/4 - Data Exploration and Cleaning/42 - 28.Pivot.ipynb 2KB
  151. ~Get Your Files Here !/5 - Financial Returns/49 - 31.Calculate-Financial-Returns.ipynb 2KB
  152. ~Get Your Files Here !/3 - Python Pandas/33 - 20.Handling-Missing-Values-Part-1.ipynb 2KB
  153. ~Get Your Files Here !/5 - Financial Returns/48 - 30.Calculate-Price-Changes.ipynb 2KB
  154. ~Get Your Files Here !/8 - Predictive Modeling/66 - mtcars.csv 2KB
  155. ~Get Your Files Here !/3 - Python Pandas/14 - 1.Pandas-Intro.ipynb 2KB
  156. ~Get Your Files Here !/4 - Data Exploration and Cleaning/36 - 23.Introduction-to-Time-Series-Data.ipynb 1KB
  157. ~Get Your Files Here !/Bonus Resources.txt 386B
  158. ~Get Your Files Here !/6 - Basic Statistics/59 - marks.csv 226B
  159. Get Bonus Downloads Here.url 181B
  160. ~Get Your Files Here !/3 - Python Pandas/33 - missing.csv 54B
  161. ~Get Your Files Here !/3 - Python Pandas/30 - data.csv 16B