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[FreeCourseSite.com] Udemy - Modern Data Analysis Masterclass in Pandas and Python

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视频 2022-6-13 20:11 2024-11-19 18:36 339 9.19 GB 166
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FreeCourseSite com Udemy - Modern Data Analysis Masterclass in Pandas and Python

文件列表
  1. 01 Course Introduction, Success Tips and Key Learning Outcomes/001 Course Introduction and Welcome Message.mp473.86MB
  2. 01 Course Introduction, Success Tips and Key Learning Outcomes/002 Introduction, Key Tips for Success, Getting Help and Course Certification.mp4102.02MB
  3. 01 Course Introduction, Success Tips and Key Learning Outcomes/003 Why data is considered the new gold of the 21st Century_.mp469.46MB
  4. 01 Course Introduction, Success Tips and Key Learning Outcomes/004 Data Sources, Types and Course Outline.mp493.01MB
  5. 03 Pandas Series Fundamentals/002 Introduction to Pandas Series Notebook.mp450.95MB
  6. 03 Pandas Series Fundamentals/003 Define a Pandas Series with default index.mp496.16MB
  7. 03 Pandas Series Fundamentals/004 Define a Pandas Series with default index_ Mini Challenge Solution.mp429.83MB
  8. 03 Pandas Series Fundamentals/005 Define a Pandas Series with custom index.mp450.22MB
  9. 03 Pandas Series Fundamentals/006 Define a Pandas Series with custom index_ Mini Challenge Solution.mp427.41MB
  10. 03 Pandas Series Fundamentals/007 Define a Pandas Series from a Python dictionary.mp440.79MB
  11. 03 Pandas Series Fundamentals/008 Define a Pandas Series from a Python dictionary_ Mini Challenge Solution.mp425.94MB
  12. 03 Pandas Series Fundamentals/009 Pandas Series Attributes.mp478.29MB
  13. 03 Pandas Series Fundamentals/010 Pandas Series Attributes_ Mini Challenge Solution.mp420.39MB
  14. 03 Pandas Series Fundamentals/011 Pandas Methods.mp452.11MB
  15. 03 Pandas Series Fundamentals/012 Pandas Methods_ Mini Challenge Solution.mp427.49MB
  16. 03 Pandas Series Fundamentals/013 1-D CSV Import Using Pandas.mp477.9MB
  17. 03 Pandas Series Fundamentals/014 1-D CSV Import Using Pandas_ Mini Challenge Solution.mp435.93MB
  18. 03 Pandas Series Fundamentals/015 Pandas Series and Built-in Python functions.mp446.75MB
  19. 03 Pandas Series Fundamentals/016 Pandas Series and Built-in Python functions_ Mini Challenge Solution.mp424.78MB
  20. 03 Pandas Series Fundamentals/017 Pandas Series Sorting and Ordering.mp458.34MB
  21. 03 Pandas Series Fundamentals/018 Pandas Series Sorting and Ordering_ Mini Challenge Solution.mp422.58MB
  22. 03 Pandas Series Fundamentals/019 Perform Math Operations on Pandas Series.mp437.4MB
  23. 03 Pandas Series Fundamentals/020 Perform Math Operations on Pandas Series_ Mini Challenge Solution.mp418.48MB
  24. 03 Pandas Series Fundamentals/021 Check if a given element exists in Pandas Series.mp428.84MB
  25. 03 Pandas Series Fundamentals/022 Check if a given element exists in Pandas Series_ Mini Challenge Solution.mp423.66MB
  26. 03 Pandas Series Fundamentals/023 Pandas Series Indexing.mp428.26MB
  27. 03 Pandas Series Fundamentals/024 Pandas Series Indexing_ Mini Challenge Solution.mp411.78MB
  28. 03 Pandas Series Fundamentals/025 Pandas Series Slicing.mp454.57MB
  29. 03 Pandas Series Fundamentals/026 Pandas Series Slicing_ Mini Challenge Solution.mp419.22MB
  30. 03 Pandas Series Fundamentals/027 Pandas Series Recap and Concluding Remarks.mp465.48MB
  31. 04 Pandas DataFrame Fundamentals/002 Define a Pandas DataFrame.mp4102.16MB
  32. 04 Pandas DataFrame Fundamentals/003 Define a Pandas DataFrame_ Mini Challenge Solution.mp452.13MB
  33. 04 Pandas DataFrame Fundamentals/004 Read 2-D CSV and HTML Data Using Pandas.mp469.96MB
  34. 04 Pandas DataFrame Fundamentals/005 Read 2-D CSV and HTML Data Using Pandas_ Mini Challenge Solution.mp419.59MB
  35. 04 Pandas DataFrame Fundamentals/006 Write DataFrame into CSV.mp437.39MB
  36. 04 Pandas DataFrame Fundamentals/007 Write DataFrame into CSV_ Mini Challenge Solution.mp432.46MB
  37. 04 Pandas DataFrame Fundamentals/008 Setting and Resetting Pandas DataFrame Index.mp457.32MB
  38. 04 Pandas DataFrame Fundamentals/009 Setting and Resetting Pandas DataFrame Index_ Mini Challenge Solution.mp415.68MB
  39. 04 Pandas DataFrame Fundamentals/010 Select a Column from the DataFrame.mp489.78MB
  40. 04 Pandas DataFrame Fundamentals/011 Select a Column from the DataFrame_ Mini Challenge Solution.mp419MB
  41. 04 Pandas DataFrame Fundamentals/012 Add and Delete Column from DataFrame.mp470.17MB
  42. 04 Pandas DataFrame Fundamentals/013 Add and Delete Column from DataFrame_ Mini Challenge Solution.mp429.38MB
  43. 04 Pandas DataFrame Fundamentals/014 Label-based elements selection Using .loc().mp4116.91MB
  44. 04 Pandas DataFrame Fundamentals/015 Label-based elements selection Using .loc()_ Mini Challenge Solution.mp433.45MB
  45. 04 Pandas DataFrame Fundamentals/016 Integer-based elements selection .iloc().mp471.66MB
  46. 04 Pandas DataFrame Fundamentals/017 Integer-based elements selection .iloc()_ Mini Challenge Solution.mp416.91MB
  47. 04 Pandas DataFrame Fundamentals/018 Pandas Broadcasting Operation.mp494.41MB
  48. 04 Pandas DataFrame Fundamentals/019 Pandas Broadcasting Operation_ Mini Challenge Solution.mp441.13MB
  49. 04 Pandas DataFrame Fundamentals/020 Pandas DataFrames Sorting and Ordering.mp481.23MB
  50. 04 Pandas DataFrame Fundamentals/021 Pandas DataFrames Sorting and Ordering_ Mini Challenge Solution.mp421.03MB
  51. 04 Pandas DataFrame Fundamentals/022 Pandas DataFrames with Functions.mp453.03MB
  52. 04 Pandas DataFrame Fundamentals/023 Pandas DataFrames with Functions_ Mini Challenge Solution.mp418.22MB
  53. 04 Pandas DataFrame Fundamentals/024 Pandas Operations with DataFrames.mp4144.18MB
  54. 04 Pandas DataFrame Fundamentals/025 Pandas Operations with DataFrames_ Mini Challenge Solutions.mp432.44MB
  55. 04 Pandas DataFrame Fundamentals/026 Feature Engineering and handling missing datasets.mp4156.3MB
  56. 04 Pandas DataFrame Fundamentals/027 Feature Engineering and handling missing datasets_ Mini Challenge Solution.mp435.05MB
  57. 04 Pandas DataFrame Fundamentals/028 Change DataFrame Datatypes.mp474.28MB
  58. 04 Pandas DataFrame Fundamentals/029 Change DataFrame Datatypes_ Mini Challenge Solution.mp440.29MB
  59. 04 Pandas DataFrame Fundamentals/030 Pandas DataFrame Recap and Concluding Remarks.mp462.05MB
  60. 05 DataFrames Concatenation, Merging and Joining/002 Dataframe Concatenation.mp4142.32MB
  61. 05 DataFrames Concatenation, Merging and Joining/003 Dataframe Mini Challenge Solution.mp437.02MB
  62. 05 DataFrames Concatenation, Merging and Joining/004 Concatenation with multiindexing.mp461.85MB
  63. 05 DataFrames Concatenation, Merging and Joining/005 Multiindexing Mini Challenge Solution.mp441.81MB
  64. 05 DataFrames Concatenation, Merging and Joining/006 Dataframe Merging.mp466.8MB
  65. 05 DataFrames Concatenation, Merging and Joining/007 Dataframe Merging Mini Challenge Solution.mp437.03MB
  66. 06 Pandas Multi-indexing and Groupby/001 Introduction to Multi-Indexing and Group by.mp426.64MB
  67. 06 Pandas Multi-indexing and Groupby/002 Import and Explore e-Commerce Dataset.mp482.7MB
  68. 06 Pandas Multi-indexing and Groupby/003 Import and Explore e-Commerce Dataset Mini Challenge Solution.mp414.76MB
  69. 06 Pandas Multi-indexing and Groupby/004 Groupby Operation.mp470.94MB
  70. 06 Pandas Multi-indexing and Groupby/005 Groupby Operation Mini Challenge Solution.mp419.22MB
  71. 06 Pandas Multi-indexing and Groupby/006 Create Multi-Indexed DataFrame.mp490.81MB
  72. 06 Pandas Multi-indexing and Groupby/007 Create Multi-Indexed DataFrame Mini Challenge Solution.mp49.71MB
  73. 06 Pandas Multi-indexing and Groupby/008 Multi-indexing Operations Part 1.mp462.86MB
  74. 06 Pandas Multi-indexing and Groupby/009 Multi-indexing Operations Part 1 Mini Challenge Solution.mp425.59MB
  75. 06 Pandas Multi-indexing and Groupby/010 Multi-indexing Operations Part 2.mp4136.44MB
  76. 06 Pandas Multi-indexing and Groupby/011 Multi-indexing Operations Part 2 Mini Challenge Solution.mp426.36MB
  77. 06 Pandas Multi-indexing and Groupby/012 Recap and Concluding Remarks.mp443.91MB
  78. 07 Data Visualization with Pandas and Matplotlib/002 Introduction to Data Visualization with Matplotlib.mp434.87MB
  79. 07 Data Visualization with Pandas and Matplotlib/003 Basic Line Plot.mp484.91MB
  80. 07 Data Visualization with Pandas and Matplotlib/004 Basic Line Plot_ Mini Challenge Solution.mp422.19MB
  81. 07 Data Visualization with Pandas and Matplotlib/005 Download data directly from Yahoo Finance.mp471.88MB
  82. 07 Data Visualization with Pandas and Matplotlib/006 Download data directly from Yahoo Finance_ Mini Challenge Solution.mp437.86MB
  83. 07 Data Visualization with Pandas and Matplotlib/007 Multiple Plots.mp428.74MB
  84. 07 Data Visualization with Pandas and Matplotlib/008 Multiple Plots_ Mini Challenge Solution.mp46.83MB
  85. 07 Data Visualization with Pandas and Matplotlib/009 Subplots.mp422.3MB
  86. 07 Data Visualization with Pandas and Matplotlib/010 Subplots_ Mini Challenge Solution.mp412.6MB
  87. 07 Data Visualization with Pandas and Matplotlib/011 Scatterplot.mp428.09MB
  88. 07 Data Visualization with Pandas and Matplotlib/012 Scatterplot_ Mini Challenge Solution.mp49.6MB
  89. 07 Data Visualization with Pandas and Matplotlib/013 Pie Charts.mp444.36MB
  90. 07 Data Visualization with Pandas and Matplotlib/014 Pie Charts_ Mini Challenge Solution.mp439.61MB
  91. 07 Data Visualization with Pandas and Matplotlib/015 Histograms.mp444.21MB
  92. 07 Data Visualization with Pandas and Matplotlib/016 Histograms_ Mini Challenge Solution.mp413.12MB
  93. 07 Data Visualization with Pandas and Matplotlib/017 Final Breakout Room Challenge.mp46.1MB
  94. 07 Data Visualization with Pandas and Matplotlib/018 Final Breakout Room Challenge_ Solution.mp459.04MB
  95. 07 Data Visualization with Pandas and Matplotlib/019 Recap and Concluding Remarks.mp425.24MB
  96. 08 Data Visualization With Pandas and Seaborn/002 Seaborn Scatterplot and Countplot.mp4145.68MB
  97. 08 Data Visualization With Pandas and Seaborn/003 Seaborn Scatterplot and Countplot_ Mini Challenge Solution.mp428.63MB
  98. 08 Data Visualization With Pandas and Seaborn/004 Seaborn PairPlot and Heatmaps.mp4165.84MB
  99. 08 Data Visualization With Pandas and Seaborn/005 Seaborn PairPlot and Heatmaps_ Mini Challenge Solution.mp471.77MB
  100. 09 Pandas and Date_Time/002 Introduction to Date Time Notebook.mp442.01MB
  101. 09 Pandas and Date_Time/003 Python DateTime Module.mp482.31MB
  102. 09 Pandas and Date_Time/004 Python DateTime Module Mini Challenge Solution.mp418.86MB
  103. 09 Pandas and Date_Time/005 Date and Time Using Pandas.mp4135.44MB
  104. 09 Pandas and Date_Time/006 Date and Time Using Pandas Mini Challenge Solution.mp424.78MB
  105. 09 Pandas and Date_Time/007 Pandas DateTime Practical Project Part 1.mp481.9MB
  106. 09 Pandas and Date_Time/008 Pandas DateTime Practical Project Part 1 Mini Challenge Solution.mp427.13MB
  107. 09 Pandas and Date_Time/009 Pandas DateTime Practical Project Part 2.mp4164.85MB
  108. 09 Pandas and Date_Time/010 Pandas DateTime Practical Project Part 2 Mini Challenge Solution.mp412.32MB
  109. 09 Pandas and Date_Time/011 Pandas and Data Visualization.mp4136.7MB
  110. 09 Pandas and Date_Time/012 Pandas and Data Visualization Mini Challenge Solution.mp446MB
  111. 09 Pandas and Date_Time/013 Recap and Concluding Remarks.mp442.06MB
  112. 10 Pandas and Text Data/001 Overview of Pandas and Text Dataset.mp456.91MB
  113. 10 Pandas and Text Data/002 Load Text Data and Perform Basic Data Exploration.mp443.52MB
  114. 10 Pandas and Text Data/003 Load Text Data and Perform Basic Data Exploration Mini Challenge Solution.mp423.94MB
  115. 10 Pandas and Text Data/004 Upper and Lower Case Text Data Conversion.mp443MB
  116. 10 Pandas and Text Data/005 Upper and Lower Case Text Data Conversion Mini Challenge Solution.mp48.13MB
  117. 10 Pandas and Text Data/006 Pandas Operations with Text Data - Part 1.mp440.47MB
  118. 10 Pandas and Text Data/007 Pandas Operations with Text Data - Part 1 Mini Challenge Solution.mp427.49MB
  119. 10 Pandas and Text Data/008 Pandas Operations with Text Data - Part 2.mp488.62MB
  120. 10 Pandas and Text Data/009 Pandas Operations with Text Data - Part 2 Mini Challenge Solution.mp411.08MB
  121. 10 Pandas and Text Data/010 Remove Punctuations from Text.mp485.23MB
  122. 10 Pandas and Text Data/011 Remove Punctuations from Text Mini Challenge Solution.mp418.28MB
  123. 10 Pandas and Text Data/012 Remove Stopwords from Text.mp4103.71MB
  124. 10 Pandas and Text Data/013 Remove Stopwords from Text Mini Challenge Solution.mp422.26MB
  125. 10 Pandas and Text Data/014 Text Tokenization.mp480.19MB
  126. 10 Pandas and Text Data/015 Text Tokenization Mini Challenge Solution.mp49.54MB
  127. 10 Pandas and Text Data/016 Data Visualization.mp457.59MB
  128. 10 Pandas and Text Data/017 Data Visualization Mini Challenge Solution.mp46.94MB
  129. 10 Pandas and Text Data/018 WordCloud Text Data Visualization.mp485.33MB
  130. 10 Pandas and Text Data/019 WordCloud Text Data Visualization Mini Challenge Solution.mp424.48MB
  131. 10 Pandas and Text Data/020 Pandas with Text Data Recap and Concluding Remarks.mp432.8MB
  132. 11 Appendix_ Crash Course on Python Programming Fundamentals/001 Python Basics_ Variables Assignment.mp4101.86MB
  133. 11 Appendix_ Crash Course on Python Programming Fundamentals/002 Python Basics_ Perform Math Operations.mp495.72MB
  134. 11 Appendix_ Crash Course on Python Programming Fundamentals/003 Python Basics_ Order of Operations.mp471.42MB
  135. 11 Appendix_ Crash Course on Python Programming Fundamentals/004 Python Basics_ Print Operation.mp478.57MB
  136. 11 Appendix_ Crash Course on Python Programming Fundamentals/005 Python Basics_ Get User Input.mp4147.88MB
  137. 11 Appendix_ Crash Course on Python Programming Fundamentals/006 Data Types in Python_ Booleans.mp448.8MB
  138. 11 Appendix_ Crash Course on Python Programming Fundamentals/007 Data Types in Python_ List.mp4115.27MB
  139. 11 Appendix_ Crash Course on Python Programming Fundamentals/008 Data Types in Python_ Dictionary.mp464.64MB
  140. 11 Appendix_ Crash Course on Python Programming Fundamentals/009 Data Types in Python_ Strings.mp4101.25MB
  141. 11 Appendix_ Crash Course on Python Programming Fundamentals/010 Data Types in Python_ Tuples.mp450.95MB
  142. 11 Appendix_ Crash Course on Python Programming Fundamentals/011 Data Types in Python_ Sets.mp442.75MB
  143. 11 Appendix_ Crash Course on Python Programming Fundamentals/012 Comparison_Logical Operators and Conditional Statements - Part #1.mp465.82MB
  144. 11 Appendix_ Crash Course on Python Programming Fundamentals/013 Comparison_Logical Operators and Conditional Statements - Part #2.mp459.67MB
  145. 11 Appendix_ Crash Course on Python Programming Fundamentals/014 Comparison_Logical Operators and Conditional Statements - Part #3.mp494.84MB
  146. 11 Appendix_ Crash Course on Python Programming Fundamentals/015 Comparison_Logical Operators and Conditional Statements - Part #4.mp478.26MB
  147. 11 Appendix_ Crash Course on Python Programming Fundamentals/016 Loops_ For Loops.mp490.01MB
  148. 11 Appendix_ Crash Course on Python Programming Fundamentals/017 Loops_ Range.mp467.25MB
  149. 11 Appendix_ Crash Course on Python Programming Fundamentals/018 Loops_ While Loops.mp477.2MB
  150. 11 Appendix_ Crash Course on Python Programming Fundamentals/019 Loops_ Break a Loop.mp461.07MB
  151. 11 Appendix_ Crash Course on Python Programming Fundamentals/020 Loops_ Nested Loops.mp469.88MB
  152. 11 Appendix_ Crash Course on Python Programming Fundamentals/021 Loops_ List Comprehension.mp4107.73MB
  153. 11 Appendix_ Crash Course on Python Programming Fundamentals/022 Functions_ Built-in Functions.mp445.55MB
  154. 11 Appendix_ Crash Course on Python Programming Fundamentals/023 Functions_ Custom Functions.mp476.67MB
  155. 11 Appendix_ Crash Course on Python Programming Fundamentals/024 Functions_ Lambda Functions.mp449.43MB
  156. 11 Appendix_ Crash Course on Python Programming Fundamentals/025 Functions_ Map.mp465.16MB
  157. 11 Appendix_ Crash Course on Python Programming Fundamentals/026 Functions_ Filter.mp465.43MB
  158. 11 Appendix_ Crash Course on Python Programming Fundamentals/027 Dealing with Files_ Text.mp4145.49MB
  159. 11 Appendix_ Crash Course on Python Programming Fundamentals/028 Dealing with Files_ CSV.mp489.1MB
  160. 11 Appendix_ Crash Course on Python Programming Fundamentals/029 Numpy_ Numpy Basics.mp457.06MB
  161. 11 Appendix_ Crash Course on Python Programming Fundamentals/030 Numpy_ Built-in methods and functions.mp474.94MB
  162. 11 Appendix_ Crash Course on Python Programming Fundamentals/031 Numpy_ Shape Length Type.mp487.75MB
  163. 11 Appendix_ Crash Course on Python Programming Fundamentals/032 Numpy_ Math Operations.mp437.04MB
  164. 11 Appendix_ Crash Course on Python Programming Fundamentals/033 Numpy_ Slicing and Indexing.mp496.86MB
  165. 11 Appendix_ Crash Course on Python Programming Fundamentals/034 Numpy_ Elements Selection.mp454.6MB
  166. 12 Thank You and Links to Other Courses/001 Conclusion.mp47.24MB
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