[GigaCourse.Com] Udemy - Python Bootcamp for Data Science 2021 Numpy Pandas & Seaborn

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GigaCourse  Com  Udemy  Python  Bootcamp  for  Data  Science  2021  Numpy  Pandas  Seaborn  
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파일 리스트
  1. 0. Websites you may like/[CourseClub.ME].url 122B
  2. 0. Websites you may like/[GigaCourse.Com].url 49B
  3. 1. Introduction/1. Course Introduction.mp4 13.90MB
  4. 1. Introduction/1. Course Introduction.srt 4.51KB
  5. 1. Introduction/2. How to Download Course Notebooks.mp4 38.09MB
  6. 1. Introduction/2. How to Download Course Notebooks.srt 6.23KB
  7. 1. Introduction/2.1 How to download course notebooks.pdf 140.17KB
  8. 1. Introduction/3. Overview of Course Curriculum.mp4 27.10MB
  9. 1. Introduction/3. Overview of Course Curriculum.srt 5.90KB
  10. 10. Module 10 Data Wrangling1 Hierarchical Indexing/1. Hierarchical Indexing.mp4 31.22MB
  11. 10. Module 10 Data Wrangling1 Hierarchical Indexing/1. Hierarchical Indexing.srt 6.48KB
  12. 10. Module 10 Data Wrangling1 Hierarchical Indexing/2. Reordering and Sorting Index Levels.mp4 14.28MB
  13. 10. Module 10 Data Wrangling1 Hierarchical Indexing/2. Reordering and Sorting Index Levels.srt 3.01KB
  14. 10. Module 10 Data Wrangling1 Hierarchical Indexing/3. Summary Statistics by Level.mp4 17.25MB
  15. 10. Module 10 Data Wrangling1 Hierarchical Indexing/3. Summary Statistics by Level.srt 4.13KB
  16. 10. Module 10 Data Wrangling1 Hierarchical Indexing/4. Indexing with Columns in Dataframe.mp4 23.09MB
  17. 10. Module 10 Data Wrangling1 Hierarchical Indexing/4. Indexing with Columns in Dataframe.srt 4.99KB
  18. 10. Module 10 Data Wrangling1 Hierarchical Indexing/5. Short Quiz.html 213B
  19. 11. Module 11 Data Wrangling2 Combining and Merging Datasets/1. Merging Datasets on Keys (common columns).mp4 36.89MB
  20. 11. Module 11 Data Wrangling2 Combining and Merging Datasets/1. Merging Datasets on Keys (common columns).srt 8.23KB
  21. 11. Module 11 Data Wrangling2 Combining and Merging Datasets/2. Merging Datasets on Index.mp4 15.02MB
  22. 11. Module 11 Data Wrangling2 Combining and Merging Datasets/2. Merging Datasets on Index.srt 3.07KB
  23. 11. Module 11 Data Wrangling2 Combining and Merging Datasets/3. Concatenating Along an Axis.mp4 30.11MB
  24. 11. Module 11 Data Wrangling2 Combining and Merging Datasets/3. Concatenating Along an Axis.srt 7.21KB
  25. 11. Module 11 Data Wrangling2 Combining and Merging Datasets/4. Short Quiz.html 213B
  26. 11. Module 11 Data Wrangling2 Combining and Merging Datasets/[CourseClub.Me].url 122B
  27. 11. Module 11 Data Wrangling2 Combining and Merging Datasets/[GigaCourse.Com].url 49B
  28. 12. Module 12 Data Wrangling3 Reshaping and Pivoting/1. Reshaping by Stacking and Unstacking.mp4 26.47MB
  29. 12. Module 12 Data Wrangling3 Reshaping and Pivoting/1. Reshaping by Stacking and Unstacking.srt 5.55KB
  30. 12. Module 12 Data Wrangling3 Reshaping and Pivoting/2. Reshaping by Melting (Wide to Long ).mp4 9.47MB
  31. 12. Module 12 Data Wrangling3 Reshaping and Pivoting/2. Reshaping by Melting (Wide to Long ).srt 5.87KB
  32. 12. Module 12 Data Wrangling3 Reshaping and Pivoting/3. Reshaping by Pivoting (Long to Wide).mp4 28.92MB
  33. 12. Module 12 Data Wrangling3 Reshaping and Pivoting/3. Reshaping by Pivoting (Long to Wide).srt 6.40KB
  34. 12. Module 12 Data Wrangling3 Reshaping and Pivoting/4. Short Quiz.html 213B
  35. 13. Module 13 Data Visualization with Matplotlib and Seaborn/1. Introducing Matplotlib Library.mp4 11.48MB
  36. 13. Module 13 Data Visualization with Matplotlib and Seaborn/1. Introducing Matplotlib Library.srt 3.17KB
  37. 13. Module 13 Data Visualization with Matplotlib and Seaborn/10. Bar Plots with Dataframes.mp4 20.59MB
  38. 13. Module 13 Data Visualization with Matplotlib and Seaborn/10. Bar Plots with Dataframes.srt 4.22KB
  39. 13. Module 13 Data Visualization with Matplotlib and Seaborn/11. Bar Plots with Seaborn.mp4 25.69MB
  40. 13. Module 13 Data Visualization with Matplotlib and Seaborn/11. Bar Plots with Seaborn.srt 5.60KB
  41. 13. Module 13 Data Visualization with Matplotlib and Seaborn/12. Histograms and Density Plots.mp4 27.78MB
  42. 13. Module 13 Data Visualization with Matplotlib and Seaborn/12. Histograms and Density Plots.srt 5.15KB
  43. 13. Module 13 Data Visualization with Matplotlib and Seaborn/13. Scatter Plots and Pair Plots.mp4 35.78MB
  44. 13. Module 13 Data Visualization with Matplotlib and Seaborn/13. Scatter Plots and Pair Plots.srt 5.45KB
  45. 13. Module 13 Data Visualization with Matplotlib and Seaborn/14. Factor Plots for Categorical Data.mp4 27.32MB
  46. 13. Module 13 Data Visualization with Matplotlib and Seaborn/14. Factor Plots for Categorical Data.srt 6.37KB
  47. 13. Module 13 Data Visualization with Matplotlib and Seaborn/15. Short Quiz.html 213B
  48. 13. Module 13 Data Visualization with Matplotlib and Seaborn/2. Creating Figures and Subplots.mp4 31.23MB
  49. 13. Module 13 Data Visualization with Matplotlib and Seaborn/2. Creating Figures and Subplots.srt 6.70KB
  50. 13. Module 13 Data Visualization with Matplotlib and Seaborn/3. Changing Colors, Markers and Linestyle.mp4 21.94MB
  51. 13. Module 13 Data Visualization with Matplotlib and Seaborn/3. Changing Colors, Markers and Linestyle.srt 4.01KB
  52. 13. Module 13 Data Visualization with Matplotlib and Seaborn/4. Customizing Ticks and Labels.mp4 28.59MB
  53. 13. Module 13 Data Visualization with Matplotlib and Seaborn/4. Customizing Ticks and Labels.srt 4.88KB
  54. 13. Module 13 Data Visualization with Matplotlib and Seaborn/5. Adding Legends.mp4 24.61MB
  55. 13. Module 13 Data Visualization with Matplotlib and Seaborn/5. Adding Legends.srt 4.41KB
  56. 13. Module 13 Data Visualization with Matplotlib and Seaborn/6. Adding Texts and Arrows on a Plot.mp4 23.44MB
  57. 13. Module 13 Data Visualization with Matplotlib and Seaborn/6. Adding Texts and Arrows on a Plot.srt 4.94KB
  58. 13. Module 13 Data Visualization with Matplotlib and Seaborn/7. Adding Annotations and Drawings on a Plot.mp4 31.52MB
  59. 13. Module 13 Data Visualization with Matplotlib and Seaborn/7. Adding Annotations and Drawings on a Plot.srt 7.60KB
  60. 13. Module 13 Data Visualization with Matplotlib and Seaborn/8. Saving Plots to a File.mp4 18.15MB
  61. 13. Module 13 Data Visualization with Matplotlib and Seaborn/8. Saving Plots to a File.srt 3.88KB
  62. 13. Module 13 Data Visualization with Matplotlib and Seaborn/9. Line Plots with Dataframe.mp4 26.72MB
  63. 13. Module 13 Data Visualization with Matplotlib and Seaborn/9. Line Plots with Dataframe.srt 4.82KB
  64. 14. Module 14 Time Series/1. Date and time Data types.mp4 20.25MB
  65. 14. Module 14 Time Series/1. Date and time Data types.srt 4.48KB
  66. 14. Module 14 Time Series/2. Converting Between String and Datetime.mp4 25.86MB
  67. 14. Module 14 Time Series/2. Converting Between String and Datetime.srt 5.33KB
  68. 14. Module 14 Time Series/3. Basics of Time Series.mp4 32.79MB
  69. 14. Module 14 Time Series/3. Basics of Time Series.srt 7.37KB
  70. 14. Module 14 Time Series/4. Generating Date Ranges.mp4 29.46MB
  71. 14. Module 14 Time Series/4. Generating Date Ranges.srt 4.60KB
  72. 14. Module 14 Time Series/5. Shifting Data Through Time (Lagging and Leading).mp4 33.18MB
  73. 14. Module 14 Time Series/5. Shifting Data Through Time (Lagging and Leading).srt 6.61KB
  74. 14. Module 14 Time Series/6. Handling Time Zone.mp4 33.46MB
  75. 14. Module 14 Time Series/6. Handling Time Zone.srt 5.67KB
  76. 14. Module 14 Time Series/7. Resampling and Frequency Conversion.mp4 23.09MB
  77. 14. Module 14 Time Series/7. Resampling and Frequency Conversion.srt 5.51KB
  78. 14. Module 14 Time Series/8. Rolling and Moving Windows.mp4 29.77MB
  79. 14. Module 14 Time Series/8. Rolling and Moving Windows.srt 6.72KB
  80. 14. Module 14 Time Series/9. Short Quiz.html 213B
  81. 15. Module 15 Real World Data Analysis Example/1. Housing Dataset Analysis -Part One.mp4 10.77MB
  82. 15. Module 15 Real World Data Analysis Example/1. Housing Dataset Analysis -Part One.srt 4.21KB
  83. 15. Module 15 Real World Data Analysis Example/2. Housing Dataset Analysis -Part Two.mp4 23.29MB
  84. 15. Module 15 Real World Data Analysis Example/2. Housing Dataset Analysis -Part Two.srt 4.21KB
  85. 15. Module 15 Real World Data Analysis Example/3. Housing Dataset Analysis -Part Three.mp4 29.73MB
  86. 15. Module 15 Real World Data Analysis Example/3. Housing Dataset Analysis -Part Three.srt 4.51KB
  87. 15. Module 15 Real World Data Analysis Example/4. Housing Dataset Analysis -Part Four.mp4 31.95MB
  88. 15. Module 15 Real World Data Analysis Example/4. Housing Dataset Analysis -Part Four.srt 6.23KB
  89. 15. Module 15 Real World Data Analysis Example/5. Housing Dataset Analysis -Part Five.mp4 39.98MB
  90. 15. Module 15 Real World Data Analysis Example/5. Housing Dataset Analysis -Part Five.srt 8.69KB
  91. 15. Module 15 Real World Data Analysis Example/[CourseClub.Me].url 122B
  92. 15. Module 15 Real World Data Analysis Example/[GigaCourse.Com].url 49B
  93. 2. Module 2 Setting Python Environment/1. Decide Which Python Environment to Use.mp4 11.98MB
  94. 2. Module 2 Setting Python Environment/1. Decide Which Python Environment to Use.srt 4.21KB
  95. 2. Module 2 Setting Python Environment/2. Local environment Installing Anaconda.mp4 10.44MB
  96. 2. Module 2 Setting Python Environment/2. Local environment Installing Anaconda.srt 4.21KB
  97. 2. Module 2 Setting Python Environment/3. Cloud Environment Google Colab Jupyter Notebooks.mp4 20.16MB
  98. 2. Module 2 Setting Python Environment/3. Cloud Environment Google Colab Jupyter Notebooks.srt 5.27KB
  99. 3. Module 3 Working with Jupyter Notebooks/1. Running Jupyter Notebook.mp4 28.76MB
  100. 3. Module 3 Working with Jupyter Notebooks/1. Running Jupyter Notebook.srt 5.91KB
  101. 3. Module 3 Working with Jupyter Notebooks/2. Tour In Basics of Jupyter Notebooks.mp4 26.87MB
  102. 3. Module 3 Working with Jupyter Notebooks/2. Tour In Basics of Jupyter Notebooks.srt 6.99KB
  103. 3. Module 3 Working with Jupyter Notebooks/3. Cell Types in Jupyter Notebook.mp4 15.07MB
  104. 3. Module 3 Working with Jupyter Notebooks/3. Cell Types in Jupyter Notebook.srt 4.09KB
  105. 3. Module 3 Working with Jupyter Notebooks/4. Getting Help in Jupyter Notebook.mp4 15.56MB
  106. 3. Module 3 Working with Jupyter Notebooks/4. Getting Help in Jupyter Notebook.srt 4.50KB
  107. 3. Module 3 Working with Jupyter Notebooks/5. Magic Commands.mp4 23.38MB
  108. 3. Module 3 Working with Jupyter Notebooks/5. Magic Commands.srt 4.21KB
  109. 3. Module 3 Working with Jupyter Notebooks/[CourseClub.Me].url 122B
  110. 3. Module 3 Working with Jupyter Notebooks/[GigaCourse.Com].url 49B
  111. 4. Module 4 Data Structures And Sequences In Python/1. Tuple.mp4 19.83MB
  112. 4. Module 4 Data Structures And Sequences In Python/1. Tuple.srt 5.01KB
  113. 4. Module 4 Data Structures And Sequences In Python/2. List.mp4 36.37MB
  114. 4. Module 4 Data Structures And Sequences In Python/2. List.srt 9.16KB
  115. 4. Module 4 Data Structures And Sequences In Python/3. Dictionary.mp4 14.79MB
  116. 4. Module 4 Data Structures And Sequences In Python/3. Dictionary.srt 3.29KB
  117. 4. Module 4 Data Structures And Sequences In Python/4. Set.mp4 4.45MB
  118. 4. Module 4 Data Structures And Sequences In Python/4. Set.srt 2.30KB
  119. 4. Module 4 Data Structures And Sequences In Python/5. Short Quiz.html 213B
  120. 5. Module 5 Functions in Python/1. Creating and Calling Functions.mp4 23.74MB
  121. 5. Module 5 Functions in Python/1. Creating and Calling Functions.srt 6.20KB
  122. 5. Module 5 Functions in Python/2. Returning Multiple Values.mp4 9.37MB
  123. 5. Module 5 Functions in Python/2. Returning Multiple Values.srt 2.29KB
  124. 5. Module 5 Functions in Python/3. Lambda Functions.mp4 15.28MB
  125. 5. Module 5 Functions in Python/3. Lambda Functions.srt 3.81KB
  126. 5. Module 5 Functions in Python/4. Short Quiz.html 213B
  127. 6. Module 6 NumPy Arrays/1. What Is NumPy Arrays (Ndarrays).mp4 11.54MB
  128. 6. Module 6 NumPy Arrays/1. What Is NumPy Arrays (Ndarrays).srt 2.86KB
  129. 6. Module 6 NumPy Arrays/10. Mathematical and Statistical Methods.mp4 35.39MB
  130. 6. Module 6 NumPy Arrays/10. Mathematical and Statistical Methods.srt 6.61KB
  131. 6. Module 6 NumPy Arrays/11. Sorting Arrays.mp4 21.21MB
  132. 6. Module 6 NumPy Arrays/11. Sorting Arrays.srt 3.53KB
  133. 6. Module 6 NumPy Arrays/12. File Input and Output with Arrays.mp4 15.64MB
  134. 6. Module 6 NumPy Arrays/12. File Input and Output with Arrays.srt 3.21KB
  135. 6. Module 6 NumPy Arrays/13. Short Quiz.html 213B
  136. 6. Module 6 NumPy Arrays/2. Creating Ndarrays.mp4 31.22MB
  137. 6. Module 6 NumPy Arrays/2. Creating Ndarrays.srt 7.40KB
  138. 6. Module 6 NumPy Arrays/3. Data Types for Ndarrays.mp4 20.62MB
  139. 6. Module 6 NumPy Arrays/3. Data Types for Ndarrays.srt 4.91KB
  140. 6. Module 6 NumPy Arrays/4. Arithmetic with NumPy Arrays.mp4 12.88MB
  141. 6. Module 6 NumPy Arrays/4. Arithmetic with NumPy Arrays.srt 3.10KB
  142. 6. Module 6 NumPy Arrays/5. Indexing and Slicing-Part One.mp4 17.84MB
  143. 6. Module 6 NumPy Arrays/5. Indexing and Slicing-Part One.srt 4.19KB
  144. 6. Module 6 NumPy Arrays/6. Indexing and Slicing-Part two.mp4 19.82MB
  145. 6. Module 6 NumPy Arrays/6. Indexing and Slicing-Part two.srt 4.70KB
  146. 6. Module 6 NumPy Arrays/7. Boolean Indexing.mp4 28.16MB
  147. 6. Module 6 NumPy Arrays/7. Boolean Indexing.srt 6.10KB
  148. 6. Module 6 NumPy Arrays/8. Fancy Indexing.mp4 17.99MB
  149. 6. Module 6 NumPy Arrays/8. Fancy Indexing.srt 4.30KB
  150. 6. Module 6 NumPy Arrays/9. Transposing Arrays.mp4 8.93MB
  151. 6. Module 6 NumPy Arrays/9. Transposing Arrays.srt 1.98KB
  152. 7. Module 7 Pandas Dataframe/1. Series in Pandas.mp4 24.61MB
  153. 7. Module 7 Pandas Dataframe/1. Series in Pandas.srt 5.87KB
  154. 7. Module 7 Pandas Dataframe/10. Correlation and Covariance.mp4 18.75MB
  155. 7. Module 7 Pandas Dataframe/10. Correlation and Covariance.srt 4.10KB
  156. 7. Module 7 Pandas Dataframe/11. Short Quiz.html 213B
  157. 7. Module 7 Pandas Dataframe/2. Dataframe in Pandas.mp4 33.96MB
  158. 7. Module 7 Pandas Dataframe/2. Dataframe in Pandas.srt 7.73KB
  159. 7. Module 7 Pandas Dataframe/3. Index Objects.mp4 18.78MB
  160. 7. Module 7 Pandas Dataframe/3. Index Objects.srt 3.96KB
  161. 7. Module 7 Pandas Dataframe/4. Reindexing in Series and DataFrames.mp4 13.40MB
  162. 7. Module 7 Pandas Dataframe/4. Reindexing in Series and DataFrames.srt 2.96KB
  163. 7. Module 7 Pandas Dataframe/5. Deleting Rows and Columns.mp4 5.40MB
  164. 7. Module 7 Pandas Dataframe/5. Deleting Rows and Columns.srt 3.25KB
  165. 7. Module 7 Pandas Dataframe/6. Indexing, Slicing and Filtering.mp4 25.33MB
  166. 7. Module 7 Pandas Dataframe/6. Indexing, Slicing and Filtering.srt 6.14KB
  167. 7. Module 7 Pandas Dataframe/7. Arithmetic with Dataframe.mp4 22.14MB
  168. 7. Module 7 Pandas Dataframe/7. Arithmetic with Dataframe.srt 5.01KB
  169. 7. Module 7 Pandas Dataframe/8. Sorting Series and Dataframe.mp4 20.27MB
  170. 7. Module 7 Pandas Dataframe/8. Sorting Series and Dataframe.srt 4.35KB
  171. 7. Module 7 Pandas Dataframe/9. Descriptive Statistics with Dataframe.mp4 20.32MB
  172. 7. Module 7 Pandas Dataframe/9. Descriptive Statistics with Dataframe.srt 4.68KB
  173. 7. Module 7 Pandas Dataframe/[CourseClub.Me].url 122B
  174. 7. Module 7 Pandas Dataframe/[GigaCourse.Com].url 49B
  175. 8. Module 8 Data Loading, Storage with Pandas/1. Reading Data in Text Format-Part1.mp4 22.34MB
  176. 8. Module 8 Data Loading, Storage with Pandas/1. Reading Data in Text Format-Part1.srt 5.77KB
  177. 8. Module 8 Data Loading, Storage with Pandas/2. Reading Data in Text Format-Part2.mp4 21.65MB
  178. 8. Module 8 Data Loading, Storage with Pandas/2. Reading Data in Text Format-Part2.srt 4.32KB
  179. 8. Module 8 Data Loading, Storage with Pandas/3. Writing Data in Text Format.mp4 21.88MB
  180. 8. Module 8 Data Loading, Storage with Pandas/3. Writing Data in Text Format.srt 4.23KB
  181. 8. Module 8 Data Loading, Storage with Pandas/4. Reading Microsoft Excel Files.mp4 12.18MB
  182. 8. Module 8 Data Loading, Storage with Pandas/4. Reading Microsoft Excel Files.srt 2.41KB
  183. 8. Module 8 Data Loading, Storage with Pandas/5. Short Quiz.html 213B
  184. 9. Module 9 Data Cleaning and Preprocessing/1. Handling Missing Data.mp4 13.21MB
  185. 9. Module 9 Data Cleaning and Preprocessing/1. Handling Missing Data.srt 3.41KB
  186. 9. Module 9 Data Cleaning and Preprocessing/10. String Object Methods.mp4 20.68MB
  187. 9. Module 9 Data Cleaning and Preprocessing/10. String Object Methods.srt 4.84KB
  188. 9. Module 9 Data Cleaning and Preprocessing/11. Short Quiz.html 213B
  189. 9. Module 9 Data Cleaning and Preprocessing/2. Filtering out Missing Data.mp4 20.28MB
  190. 9. Module 9 Data Cleaning and Preprocessing/2. Filtering out Missing Data.srt 4.32KB
  191. 9. Module 9 Data Cleaning and Preprocessing/3. Filling in Missing Data.mp4 21.28MB
  192. 9. Module 9 Data Cleaning and Preprocessing/3. Filling in Missing Data.srt 4.50KB
  193. 9. Module 9 Data Cleaning and Preprocessing/4. Removing Duplicate Entries.mp4 12.67MB
  194. 9. Module 9 Data Cleaning and Preprocessing/4. Removing Duplicate Entries.srt 2.66KB
  195. 9. Module 9 Data Cleaning and Preprocessing/5. Replacing Values.mp4 13.52MB
  196. 9. Module 9 Data Cleaning and Preprocessing/5. Replacing Values.srt 3.53KB
  197. 9. Module 9 Data Cleaning and Preprocessing/6. Renaming columns and Index Labels.mp4 11.19MB
  198. 9. Module 9 Data Cleaning and Preprocessing/6. Renaming columns and Index Labels.srt 2.75KB
  199. 9. Module 9 Data Cleaning and Preprocessing/7. Filtering Outliers.mp4 22.44MB
  200. 9. Module 9 Data Cleaning and Preprocessing/7. Filtering Outliers.srt 4.86KB
  201. 9. Module 9 Data Cleaning and Preprocessing/8. Shuffling and Random Sampling.mp4 20.90MB
  202. 9. Module 9 Data Cleaning and Preprocessing/8. Shuffling and Random Sampling.srt 4.11KB
  203. 9. Module 9 Data Cleaning and Preprocessing/9. Dummy Variables.mp4 15.74MB
  204. 9. Module 9 Data Cleaning and Preprocessing/9. Dummy Variables.srt 3.92KB
  205. [CourseClub.Me].url 122B
  206. [GigaCourse.Com].url 49B