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UD701

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文件列表

  1. data-analysis-with-pandas/01 Installation and Setup/007 MacOS - Create conda Environment and Install pandas and Jupyter Notebook.mp4 112MB
  2. data-analysis-with-pandas/01 Installation and Setup/011 Windows - Create conda Environment and Install pandas and Jupyter Notebook.mp4 112MB
  3. data-analysis-with-pandas/01 Installation and Setup/008 MacOS - Unpack Course Materials The Start and Shutdown Process.mp4 111MB
  4. data-analysis-with-pandas/05 DataFrames II Filtering Data/066 This Modules Dataset Memory Optimization.mp4 98MB
  5. data-analysis-with-pandas/01 Installation and Setup/005 MacOS - Install Anaconda Distribution.mp4 91MB
  6. data-analysis-with-pandas/02 BONUS Python Crash Course/025 String Methods.mp4 75MB
  7. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/148 Timeseries Offsets.mp4 75MB
  8. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/145 Selecting Rows from a DataFrame with a DateTimeIndex.mp4 74MB
  9. data-analysis-with-pandas/01 Installation and Setup/006 MacOS - Access the Terminal Application.mp4 73MB
  10. data-analysis-with-pandas/04 DataFrames I Introduction/052 Shared Methods and Attributes between Series and DataFrames.mp4 68MB
  11. data-analysis-with-pandas/06 DataFrames III Data Extraction/078 Retrieve Rows by Index Label with loc Accessor.mp4 61MB
  12. data-analysis-with-pandas/03 Series/035 Create Series from Dataset with the pd.read_csv Method.mp4 60MB
  13. data-analysis-with-pandas/06 DataFrames III Data Extraction/083 Rename Index Labels or Columns in a DataFrame.mp4 58MB
  14. data-analysis-with-pandas/02 BONUS Python Crash Course/024 Custom Functions.mp4 56MB
  15. data-analysis-with-pandas/02 BONUS Python Crash Course/027 Index Positions and Slicing.mp4 56MB
  16. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/146 Timestamp Object Attributes and Methods.mp4 54MB
  17. data-analysis-with-pandas/02 BONUS Python Crash Course/028 Dictionaries.mp4 54MB
  18. data-analysis-with-pandas/02 BONUS Python Crash Course/021 Operators.mp4 51MB
  19. data-analysis-with-pandas/04 DataFrames I Introduction/051 Intro to DataFrames I Module.mp4 50MB
  20. data-analysis-with-pandas/12 Input and Output in pandas/156 Import Excel File into pandas with the read_excel Method.mp4 49MB
  21. data-analysis-with-pandas/01 Installation and Setup/012 Windows - Unpack Course Materials The Startdown and Shutdown Process.mp4 47MB
  22. data-analysis-with-pandas/08 MultiIndex/106 Extract Rows from a MultiIndex DataFrame.mp4 47MB
  23. data-analysis-with-pandas/12 Input and Output in pandas/157 Export Excel File with the to_excel Method.mp4 47MB
  24. data-analysis-with-pandas/03 Series/044 Extract Series Values by Index Label.mp4 46MB
  25. data-analysis-with-pandas/06 DataFrames III Data Extraction/080 Passing second arguments to the loc and iloc Accessors.mp4 46MB
  26. data-analysis-with-pandas/08 MultiIndex/102 Create a MultiIndex on a DataFrame with the set_index Method.mp4 46MB
  27. data-analysis-with-pandas/02 BONUS Python Crash Course/026 Lists.mp4 45MB
  28. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/147 The pd.DateOffset Object.mp4 44MB
  29. data-analysis-with-pandas/12 Input and Output in pandas/153 Quick Object Conversions.mp4 44MB
  30. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/144 Import Financial Data Set with pandas_datareader Library.mp4 42MB
  31. data-analysis-with-pandas/03 Series/045 Use the get Method to Retrieve a Value for an index label in a Series.mp4 41MB
  32. data-analysis-with-pandas/12 Input and Output in pandas/155 Install xlrd and openpyxl Libraries to Read and Write Excel Files.mp4 40MB
  33. data-analysis-with-pandas/06 DataFrames III Data Extraction/079 Retrieve Rows by Index Position with iloc Accessor.mp4 40MB
  34. data-analysis-with-pandas/06 DataFrames III Data Extraction/077 Use the set_index and reset_index methods to define a new DataFrame index.mp4 39MB
  35. data-analysis-with-pandas/01 Installation and Setup/010 Windows - Install Anaconda Distribution.mp4 39MB
  36. data-analysis-with-pandas/06 DataFrames III Data Extraction/082 Set Multiple Values in a DataFrame.mp4 39MB
  37. data-analysis-with-pandas/08 MultiIndex/107 The transpose Method on a MultiIndex DataFrame.mp4 36MB
  38. data-analysis-with-pandas/08 MultiIndex/105 The sort_index Method on a MultiIndex DataFrame.mp4 35MB
  39. data-analysis-with-pandas/01 Installation and Setup/001 Introduction to Data Analysis with Pandas and Python.mp4 34MB
  40. data-analysis-with-pandas/13 Visualization/159 Use the plot Method to Render a Line Chart.mp4 33MB
  41. data-analysis-with-pandas/01 Installation and Setup/013 Intro to the Jupyter Notebook Interface.mp4 33MB
  42. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/143 Install pandas-datareader Library.mp4 33MB
  43. data-analysis-with-pandas/02 BONUS Python Crash Course/023 Built-in Functions.mp4 33MB
  44. data-analysis-with-pandas/02 BONUS Python Crash Course/020 Basic Data Types.mp4 32MB
  45. data-analysis-with-pandas/07 Working with Text Data/092 Intro to the Working with Text Data Section.mp4 32MB
  46. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/149 The Timedelta Object.mp4 32MB
  47. data-analysis-with-pandas/10 Merging Joining and Concatenating DataFrames/125 The pd.concat Method Part 2.mp4 31MB
  48. data-analysis-with-pandas/05 DataFrames II Filtering Data/067 Filter a DataFrame Based on A Condition.mp4 27MB
  49. data-analysis-with-pandas/13 Visualization/161 Creating Bar Graphs to Show Counts.mp4 27MB
  50. data-analysis-with-pandas/12 Input and Output in pandas/154 Export CSV File with the to_csv Method.mp4 27MB
  51. data-analysis-with-pandas/10 Merging Joining and Concatenating DataFrames/128 Outer Joins.mp4 26MB
  52. data-analysis-with-pandas/01 Installation and Setup/017 Import Libraries into Jupyter Notebook.mp4 26MB
  53. data-analysis-with-pandas/02 BONUS Python Crash Course/022 Variables.mp4 24MB
  54. data-analysis-with-pandas/13 Visualization/160 Modifying Plot Aesthetics with matplotlib Templates.mp4 24MB
  55. data-analysis-with-pandas/04 DataFrames I Introduction/061 Convert DataFrame Column Types with the astype Method.mp4 24MB
  56. data-analysis-with-pandas/06 DataFrames III Data Extraction/076 Intro to the DataFrames III Module Import Dataset.mp4 23MB
  57. data-analysis-with-pandas/09 The GroupBy Object/117 First Operations with groupby Object.mp4 23MB
  58. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/138 The pd.to_datetime() Method.mp4 23MB
  59. data-analysis-with-pandas/10 Merging Joining and Concatenating DataFrames/131 Merging by Indexes with the left_index and right_index Parameters.mp4 23MB
  60. data-analysis-with-pandas/08 MultiIndex/114 Use the pivot_table method to create an aggregate summary of a DataFrame.mp4 22MB
  61. data-analysis-with-pandas/10 Merging Joining and Concatenating DataFrames/124 The pd.concat Method Part 1.mp4 22MB
  62. data-analysis-with-pandas/13 Visualization/162 Creating Pie Charts to Represent Proportions.mp4 21MB
  63. data-analysis-with-pandas/09 The GroupBy Object/122 Iterating through Groups.mp4 21MB
  64. data-analysis-with-pandas/01 Installation and Setup/002 About Me.mp4 21MB
  65. data-analysis-with-pandas/10 Merging Joining and Concatenating DataFrames/123 Intro to the Merging Joining and Concatenating Section.mp4 21MB
  66. data-analysis-with-pandas/10 Merging Joining and Concatenating DataFrames/129 Left Joins.mp4 21MB
  67. data-analysis-with-pandas/08 MultiIndex/103 Extract Index Level Values with the get_level_values Method.mp4 21MB
  68. data-analysis-with-pandas/09 The GroupBy Object/119 Methods on the Groupby Object and DataFrame Columns.mp4 20MB
  69. data-analysis-with-pandas/10 Merging Joining and Concatenating DataFrames/130 The left_on and right_on Parameters.mp4 20MB
  70. data-analysis-with-pandas/08 MultiIndex/101 Intro to the MultiIndex Module.mp4 20MB
  71. data-analysis-with-pandas/01 Installation and Setup/014 Cell Types and Cell Modes in Jupyter Notebook.mp4 20MB
  72. data-analysis-with-pandas/06 DataFrames III Data Extraction/081 Set New Value for a Specific Cell or Cells In a Row.mp4 20MB
  73. data-analysis-with-pandas/06 DataFrames III Data Extraction/088 Filter A DataFrame with the query method.mp4 20MB
  74. data-analysis-with-pandas/14 Options and Settings in pandas/164 Changing pandas Options with Attributes and Dot Syntax.mp4 20MB
  75. data-analysis-with-pandas/12 Input and Output in pandas/152 Pass a URL to the pd.read_csv Method.mp4 20MB
  76. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/139 Create Range of Dates with the pd.date_range() Method Part 1.mp4 20MB
  77. data-analysis-with-pandas/05 DataFrames II Filtering Data/073 Check for Duplicate DataFrame Rows with the duplicated Method.mp4 20MB
  78. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/150 Timedeltas in a Dataset.mp4 20MB
  79. data-analysis-with-pandas/04 DataFrames I Introduction/059 Drop DataFrame Rows with Null Values with the dropna Method.mp4 19MB
  80. data-analysis-with-pandas/08 MultiIndex/104 Change Index Level Name with the set_names Method.mp4 19MB
  81. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/140 Create Range of Dates with the pd.date_range() Method Part 2.mp4 19MB
  82. data-analysis-with-pandas/03 Series/034 Parameters and Arguments.mp4 18MB
  83. data-analysis-with-pandas/04 DataFrames I Introduction/057 Broadcasting Operations on DataFrames.mp4 18MB
  84. data-analysis-with-pandas/03 Series/030 Create A Series Object from a Python List.mp4 18MB
  85. data-analysis-with-pandas/10 Merging Joining and Concatenating DataFrames/126 Inner Joins Part 1.mp4 18MB
  86. data-analysis-with-pandas/01 Installation and Setup/009 Windows - Download the Anaconda Distribution.mp4 18MB
  87. data-analysis-with-pandas/10 Merging Joining and Concatenating DataFrames/127 Inner Joins Part 2.mp4 18MB
  88. data-analysis-with-pandas/05 DataFrames II Filtering Data/074 Delete Duplicate DataFrame Rows with the drop_duplicates Method.mp4 18MB
  89. data-analysis-with-pandas/07 Working with Text Data/098 Split Strings by Characters with the str.split Method.mp4 18MB
  90. data-analysis-with-pandas/08 MultiIndex/115 Use the pd.melt method to create a narrow dataset from a wide one.mp4 17MB
  91. data-analysis-with-pandas/04 DataFrames I Introduction/056 Add New Column to DataFrame.mp4 17MB
  92. data-analysis-with-pandas/01 Installation and Setup/016 Popular Keyboard Shortcuts in Jupyter Notebook.mp4 17MB
  93. data-analysis-with-pandas/05 DataFrames II Filtering Data/072 Check For Inclusion Within a Range of Values with the between Method.mp4 17MB
  94. data-analysis-with-pandas/05 DataFrames II Filtering Data/069 Filter DataFrame with More than One Condition (OR - ).mp4 17MB
  95. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/135 Review of Pythons datetime Module.mp4 17MB
  96. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/141 Create Range of Dates with the pd.date_range() Method Part 3.mp4 16MB
  97. data-analysis-with-pandas/01 Installation and Setup/004 MacOS - Download the Anaconda Distribution our Python development environment.mp4 16MB
  98. data-analysis-with-pandas/06 DataFrames III Data Extraction/084 Delete Rows or Columns from a DataFrame.mp4 16MB
  99. data-analysis-with-pandas/07 Working with Text Data/094 Use the str.replace method to replace all occurrences of character with another.mp4 16MB
  100. data-analysis-with-pandas/13 Visualization/158 Intro to Visualization Section.mp4 16MB
  101. data-analysis-with-pandas/07 Working with Text Data/095 Filter a DataFrames Rows with String Methods.mp4 16MB
  102. data-analysis-with-pandas/06 DataFrames III Data Extraction/091 Create a Copy of a DataFrame with the copy Method.mp4 15MB
  103. data-analysis-with-pandas/07 Working with Text Data/100 Exploring the expand and n Parameters of the str.split Method.mp4 15MB
  104. data-analysis-with-pandas/07 Working with Text Data/093 Common String Methods - lower upper title and len.mp4 15MB
  105. data-analysis-with-pandas/04 DataFrames I Introduction/054 Select One Column from a DataFrame.mp4 15MB
  106. data-analysis-with-pandas/08 MultiIndex/111 The .unstack() Method Part 2.mp4 15MB
  107. data-analysis-with-pandas/02 BONUS Python Crash Course/018 Intro to the Python Crash Course.mp4 14MB
  108. data-analysis-with-pandas/08 MultiIndex/108 The .swaplevel() Method.mp4 14MB
  109. data-analysis-with-pandas/09 The GroupBy Object/116 Intro to the Groupby Module.mp4 14MB
  110. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/134 Intro to the Working with Dates and Times Module.mp4 14MB
  111. data-analysis-with-pandas/14 Options and Settings in pandas/165 Changing pandas Options with Methods.mp4 14MB
  112. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/142 The .dt Accessor.mp4 14MB
  113. data-analysis-with-pandas/06 DataFrames III Data Extraction/087 Filter A DataFrame with the where method.mp4 14MB
  114. data-analysis-with-pandas/06 DataFrames III Data Extraction/090 Apply a Function to every DataFrame Row with the apply Method.mp4 13MB
  115. data-analysis-with-pandas/04 DataFrames I Introduction/062 Sort a DataFrame with the sort_values Method Part I.mp4 13MB
  116. data-analysis-with-pandas/08 MultiIndex/109 The .stack() Method.mp4 13MB
  117. data-analysis-with-pandas/09 The GroupBy Object/121 The .agg() Method.mp4 13MB
  118. data-analysis-with-pandas/04 DataFrames I Introduction/065 Rank Series Values with the rank Method.mp4 13MB
  119. data-analysis-with-pandas/04 DataFrames I Introduction/053 Differences between Shared Methods.mp4 13MB
  120. data-analysis-with-pandas/03 Series/050 The Seriesmap Method.mp4 13MB
  121. data-analysis-with-pandas/03 Series/032 Intro to Attributes on a Series Object.mp4 13MB
  122. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/136 The pandas Timestamp Object.mp4 13MB
  123. data-analysis-with-pandas/05 DataFrames II Filtering Data/070 Check for Inclusion with the isin Method.mp4 13MB
  124. data-analysis-with-pandas/03 Series/049 Use the apply Method to Invoke a Function on Every Series Values.mp4 12MB
  125. data-analysis-with-pandas/05 DataFrames II Filtering Data/071 Check for Null and Present DataFrame Values with the isnull and notnull Methods.mp4 12MB
  126. data-analysis-with-pandas/08 MultiIndex/113 The pivot Method.mp4 12MB
  127. data-analysis-with-pandas/06 DataFrames III Data Extraction/086 Use the nsmallest nlargest methods to get rows with smallest largest values.mp4 12MB
  128. data-analysis-with-pandas/08 MultiIndex/112 The .unstack() Method Part 3.mp4 12MB
  129. data-analysis-with-pandas/07 Working with Text Data/099 More Practice with the str.split method on a Series.mp4 12MB
  130. data-analysis-with-pandas/06 DataFrames III Data Extraction/089 A Review of the apply Method on a pandas Series Object.mp4 12MB
  131. data-analysis-with-pandas/03 Series/038 Accessing More Series Attributes.mp4 12MB
  132. data-analysis-with-pandas/07 Working with Text Data/097 Invoke String Methods on DataFrame Index and Columns.mp4 11MB
  133. data-analysis-with-pandas/03 Series/039 Use the sort_values method to sort a Series in ascending or descending order.mp4 11MB
  134. data-analysis-with-pandas/04 DataFrames I Introduction/060 Fill in Null DataFrame Values with the fillna Method.mp4 11MB
  135. data-analysis-with-pandas/09 The GroupBy Object/120 Grouping by Multiple Columns.mp4 10MB
  136. data-analysis-with-pandas/03 Series/046 Math Methods on Series Objects.mp4 10MB
  137. data-analysis-with-pandas/09 The GroupBy Object/118 Retrieve a group from a GroupBy object with the get_group Method.mp4 10MB
  138. data-analysis-with-pandas/04 DataFrames I Introduction/055 Select Two or More Columns from a DataFrame.mp4 10MB
  139. data-analysis-with-pandas/03 Series/037 Passing pandas Objects to Python Built-In Functions.mp4 10MB
  140. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/137 The pandas DateTimeIndex Object.mp4 10MB
  141. data-analysis-with-pandas/07 Working with Text Data/096 More DataFrame String Methods - strip lstrip and rstrip.mp4 10MB
  142. data-analysis-with-pandas/03 Series/040 Use the inplace Parameter to permanently mutate a pandas data structure.mp4 9MB
  143. data-analysis-with-pandas/06 DataFrames III Data Extraction/085 Create Random Sample with the sample Method.mp4 9MB
  144. data-analysis-with-pandas/05 DataFrames II Filtering Data/068 Filter DataFrame with More than One Condition (AND - ).mp4 9MB
  145. data-analysis-with-pandas/02 BONUS Python Crash Course/019 Comments.mp4 9MB
  146. data-analysis-with-pandas/03 Series/043 Extract Series Values by Index Positiox.mp4 9MB
  147. data-analysis-with-pandas/04 DataFrames I Introduction/063 Sort a DataFrame with the sort_values Method Part II.mp4 9MB
  148. data-analysis-with-pandas/01 Installation and Setup/015 Code Cell Execution in Jupyter Notebook.mp4 9MB
  149. data-analysis-with-pandas/03 Series/041 Use the sort_index Method to Sort the Index of a pandas Series object.mp4 9MB
  150. data-analysis-with-pandas/08 MultiIndex/110 The .unstack() Method Part 1.mp4 8MB
  151. data-analysis-with-pandas/04 DataFrames I Introduction/058 A Review of the value_counts Method.mp4 8MB
  152. data-analysis-with-pandas/05 DataFrames II Filtering Data/075 Identify and Count Unique Values with the unique and nunique Methods.mp4 8MB
  153. data-analysis-with-pandas/03 Series/033 Intro to Methods on a Series Object.mp4 8MB
  154. data-analysis-with-pandas/03 Series/042 Use Pythons in Keyword to Check for Inclusion in Series values or index.mp4 7MB
  155. data-analysis-with-pandas/03 Series/029 Create Jupyter Notebook for the Series Module.mp4 7MB
  156. data-analysis-with-pandas/10 Merging Joining and Concatenating DataFrames/133 The pd.merge() Method.mp4 7MB
  157. data-analysis-with-pandas/03 Series/048 Use the value_counts Method to See Counts of Unique Values within a Series.mp4 7MB
  158. data-analysis-with-pandas/04 DataFrames I Introduction/064 Sort DataFrame Indexwith the sort_index Method.mp4 7MB
  159. data-analysis-with-pandas/03 Series/036 Use the head and tail Methods to Return Rows from Beginning and End of Dataset.mp4 6MB
  160. data-analysis-with-pandas/10 Merging Joining and Concatenating DataFrames/132 The .join() Method.mp4 6MB
  161. data-analysis-with-pandas/14 Options and Settings in pandas/166 The precision Option.mp4 6MB
  162. data-analysis-with-pandas/03 Series/047 Use the idxmax and idxmin Methods to Find Index of Greatest or Smallest Value.mp4 6MB
  163. data-analysis-with-pandas/12 Input and Output in pandas/151 Intro to the Input and Output Section.mp4 6MB
  164. data-analysis-with-pandas/03 Series/031 Create A Series Object from a Python Dictionary.mp4 5MB
  165. data-analysis-with-pandas/14 Options and Settings in pandas/163 Introduction to the Options and Settings Module.mp4 3MB
  166. data-analysis-with-pandas/15 Conclusion/167 Conclusion.mp4 3MB
  167. data-analysis-with-pandas/01 Installation and Setup/012 pandas.zip 686KB
  168. data-analysis-with-pandas/01 Installation and Setup/001 pandas.zip 685KB
  169. data-analysis-with-pandas/01 Installation and Setup/008 pandas.zip 685KB
  170. data-analysis-with-pandas/01 Installation and Setup/003 notebooks.zip 280KB
  171. data-analysis-with-pandas/15 Conclusion/168 Bonus.html 3KB
  172. data-analysis-with-pandas/01 Installation and Setup/003 Completed Course Files.html 2KB
  173. data-analysis-with-pandas/08 MultiIndex/external-assets-links.txt 1KB
  174. data-analysis-with-pandas/06 DataFrames III Data Extraction/external-assets-links.txt 1KB
  175. data-analysis-with-pandas/07 Working with Text Data/external-assets-links.txt 977B
  176. data-analysis-with-pandas/03 Series/external-assets-links.txt 936B
  177. data-analysis-with-pandas/04 DataFrames I Introduction/external-assets-links.txt 868B
  178. data-analysis-with-pandas/12 Input and Output in pandas/external-assets-links.txt 770B
  179. data-analysis-with-pandas/11 Working with Dates and Times in Datasets/external-assets-links.txt 716B
  180. data-analysis-with-pandas/10 Merging Joining and Concatenating DataFrames/external-assets-links.txt 613B
  181. data-analysis-with-pandas/05 DataFrames II Filtering Data/external-assets-links.txt 467B
  182. data-analysis-with-pandas/13 Visualization/external-assets-links.txt 403B
  183. data-analysis-with-pandas/01 Installation and Setup/external-assets-links.txt 265B