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[FreeCourseSite.com] Udemy - Data Visualization in Python Masterclass™ Beginners to Pro

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视频 2021-4-18 14:36 2024-11-6 12:18 241 6.47 GB 219
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FreeCourseSite com Udemy - Data Visualization in Python Masterclass™ Beginners to Pro

文件列表
  1. 1. Introduction/1. Welcome.mp424.49MB
  2. 1. Introduction/5. Course Overview.mp443.95MB
  3. 1. Introduction/6. Anaconda Installation for Windows OS.mp435.13MB
  4. 1. Introduction/7. Anaconda Installation for Mac OS.mp471.7MB
  5. 1. Introduction/8. Anaconda Installation on Ubuntu OS.mp422.39MB
  6. 1. Introduction/9. Jupyter Notebook Keyboard Shortcuts.mp427.86MB
  7. 10. Analysis and Visualization of Boston Housing Data/1. Introduction.mp420.84MB
  8. 10. Analysis and Visualization of Boston Housing Data/10. Scatter Plot.mp442.99MB
  9. 10. Analysis and Visualization of Boston Housing Data/11. Heatmap.mp479.4MB
  10. 10. Analysis and Visualization of Boston Housing Data/12. Correlated Feature Selection.mp438.2MB
  11. 10. Analysis and Visualization of Boston Housing Data/13. Heatmap and Pair Plot of Correlated Data.mp438.45MB
  12. 10. Analysis and Visualization of Boston Housing Data/14. Box and Rel Plot.mp437.59MB
  13. 10. Analysis and Visualization of Boston Housing Data/15. Joint Plot Part 1.mp421.16MB
  14. 10. Analysis and Visualization of Boston Housing Data/16. Joint Plot Part 2.mp429.72MB
  15. 10. Analysis and Visualization of Boston Housing Data/17. Linear Regression without ML Part 1.mp428.47MB
  16. 10. Analysis and Visualization of Boston Housing Data/18. Linear Regression without ML Part 2.mp439.46MB
  17. 10. Analysis and Visualization of Boston Housing Data/3. Data Preparation.mp431.84MB
  18. 10. Analysis and Visualization of Boston Housing Data/4. Data Deep Dive.mp450.01MB
  19. 10. Analysis and Visualization of Boston Housing Data/5. pd.describe().mp438.51MB
  20. 10. Analysis and Visualization of Boston Housing Data/6. Bar Plot.mp424.54MB
  21. 10. Analysis and Visualization of Boston Housing Data/7. Plot Styling.mp439.18MB
  22. 10. Analysis and Visualization of Boston Housing Data/8. Pair Plot.mp487.7MB
  23. 10. Analysis and Visualization of Boston Housing Data/9. Distribution Plot.mp431.06MB
  24. 11. Analysis and Visualization of Titanic Dataset/1. Introduction.mp428.72MB
  25. 11. Analysis and Visualization of Titanic Dataset/10. Sex Part 2.mp413.02MB
  26. 11. Analysis and Visualization of Titanic Dataset/11. Sex Part 3.mp413.83MB
  27. 11. Analysis and Visualization of Titanic Dataset/12. Sex Part 4.mp421.68MB
  28. 11. Analysis and Visualization of Titanic Dataset/13. Sex Part 5.mp49.28MB
  29. 11. Analysis and Visualization of Titanic Dataset/14. Age Part 1.mp423.01MB
  30. 11. Analysis and Visualization of Titanic Dataset/15. Age Part 2.mp418.93MB
  31. 11. Analysis and Visualization of Titanic Dataset/16. Age Part 3.mp418.59MB
  32. 11. Analysis and Visualization of Titanic Dataset/17. Age Part 4.mp440.82MB
  33. 11. Analysis and Visualization of Titanic Dataset/18. Fare Part 1.mp415.82MB
  34. 11. Analysis and Visualization of Titanic Dataset/19. Fare Part 2.mp410.44MB
  35. 11. Analysis and Visualization of Titanic Dataset/2. Data Understanding.mp420.97MB
  36. 11. Analysis and Visualization of Titanic Dataset/20. Fare Part 3.mp423.41MB
  37. 11. Analysis and Visualization of Titanic Dataset/21. Fare Part 4.mp421.09MB
  38. 11. Analysis and Visualization of Titanic Dataset/22. Sibsp Part 1.mp417.16MB
  39. 11. Analysis and Visualization of Titanic Dataset/23. Sibsp Part 2.mp411.92MB
  40. 11. Analysis and Visualization of Titanic Dataset/24. Sibsp Part 3.mp412.72MB
  41. 11. Analysis and Visualization of Titanic Dataset/25. Sibsp Part 4.mp416.36MB
  42. 11. Analysis and Visualization of Titanic Dataset/26. Parch Part 1.mp425.03MB
  43. 11. Analysis and Visualization of Titanic Dataset/27. Parch Part 2.mp418.2MB
  44. 11. Analysis and Visualization of Titanic Dataset/28. Embarked.mp422.7MB
  45. 11. Analysis and Visualization of Titanic Dataset/29. Who.mp422.88MB
  46. 11. Analysis and Visualization of Titanic Dataset/3. Load Dataset.mp432.32MB
  47. 11. Analysis and Visualization of Titanic Dataset/4. Heatmap.mp426.61MB
  48. 11. Analysis and Visualization of Titanic Dataset/5. Univariate Analysis.mp438.42MB
  49. 11. Analysis and Visualization of Titanic Dataset/6. Survived.mp420.51MB
  50. 11. Analysis and Visualization of Titanic Dataset/7. Pclass Part 1.mp410.99MB
  51. 11. Analysis and Visualization of Titanic Dataset/8. Pclass Part 2.mp426.92MB
  52. 11. Analysis and Visualization of Titanic Dataset/9. Sex Part 1.mp418.82MB
  53. 12. Analysis and Visualization of Covid-19 Data/1. Introduction.mp439.44MB
  54. 12. Analysis and Visualization of Covid-19 Data/10. Cases Over the Time with Area Plot Part 1.mp432.38MB
  55. 12. Analysis and Visualization of Covid-19 Data/11. Cases Over the Time with Area Plot Part 2.mp433.72MB
  56. 12. Analysis and Visualization of Covid-19 Data/12. Covid-19 Cases on Folium Map.mp455.45MB
  57. 12. Analysis and Visualization of Covid-19 Data/13. Confirmed Cases with Animation.mp435.9MB
  58. 12. Analysis and Visualization of Covid-19 Data/14. Confirmed and Death Cases with Bar Plot.mp424.71MB
  59. 12. Analysis and Visualization of Covid-19 Data/15. Confirmed and Death Cases with Colormap.mp436.76MB
  60. 12. Analysis and Visualization of Covid-19 Data/16. Deaths per 100 Cases.mp434.17MB
  61. 12. Analysis and Visualization of Covid-19 Data/17. New Cases and Countries per Day.mp436.07MB
  62. 12. Analysis and Visualization of Covid-19 Data/19. Top 15 Countries Case Analysis Part 1.mp429.12MB
  63. 12. Analysis and Visualization of Covid-19 Data/2. Data Understanding.mp429.06MB
  64. 12. Analysis and Visualization of Covid-19 Data/20. Top 15 Countries Case Analysis Part 2.mp445.47MB
  65. 12. Analysis and Visualization of Covid-19 Data/21. Top 15 Countries Case Analysis Part 3.mp439.97MB
  66. 12. Analysis and Visualization of Covid-19 Data/22. Top 15 Countries Case Analysis Part 4.mp445.21MB
  67. 12. Analysis and Visualization of Covid-19 Data/23. Top 15 Countries Case Analysis Part 5.mp452.91MB
  68. 12. Analysis and Visualization of Covid-19 Data/24. Save Figures in PNG, JPEG, and PDF.mp421.49MB
  69. 12. Analysis and Visualization of Covid-19 Data/25. Scatter Plot for Deaths vs Confirmed Cases.mp459.4MB
  70. 12. Analysis and Visualization of Covid-19 Data/26. Stacked Bar Plot.mp439.3MB
  71. 12. Analysis and Visualization of Covid-19 Data/27. Stacked Line Plot.mp415.59MB
  72. 12. Analysis and Visualization of Covid-19 Data/28. Growth Rate After 100 Cases.mp452.88MB
  73. 12. Analysis and Visualization of Covid-19 Data/29. Growth Rate After 1000 Cases.mp412.66MB
  74. 12. Analysis and Visualization of Covid-19 Data/3. Import Packages.mp421.9MB
  75. 12. Analysis and Visualization of Covid-19 Data/30. Growth Rate After 10000 Cases.mp413.68MB
  76. 12. Analysis and Visualization of Covid-19 Data/31. Growth Rate After 100k Cases.mp411.45MB
  77. 12. Analysis and Visualization of Covid-19 Data/32. Tree Map Analysis.mp421.99MB
  78. 12. Analysis and Visualization of Covid-19 Data/33. First and Last Case Report Time Part 1.mp424.07MB
  79. 12. Analysis and Visualization of Covid-19 Data/34. First and Last Case Report Time Part 2.mp421.37MB
  80. 12. Analysis and Visualization of Covid-19 Data/35. First and Last Case Report Time Part 3.mp458.63MB
  81. 12. Analysis and Visualization of Covid-19 Data/36. Confirmed Cases by Country and Daywise.mp456.52MB
  82. 12. Analysis and Visualization of Covid-19 Data/37. Covid-19 vs Other Epidemics.mp464.35MB
  83. 12. Analysis and Visualization of Covid-19 Data/4. Clone Latest Covid-19 Dataset.mp423.01MB
  84. 12. Analysis and Visualization of Covid-19 Data/5. Import Cleaned Covid-19 Dataset.mp437.1MB
  85. 12. Analysis and Visualization of Covid-19 Data/6. Import Preprocessed Data.mp433.65MB
  86. 12. Analysis and Visualization of Covid-19 Data/7. Scatter Plot for Confirmed Cases.mp437.16MB
  87. 12. Analysis and Visualization of Covid-19 Data/8. Cases Timelaps on Worldmap.mp444.19MB
  88. 12. Analysis and Visualization of Covid-19 Data/9. Total Cases on Ships.mp440.22MB
  89. 13. Analysis and Visualization of Reviews Text Data/1. Introduction.mp422.91MB
  90. 13. Analysis and Visualization of Reviews Text Data/10. Distribution of Unigram, Bigram and Trigram Part 1.mp449.02MB
  91. 13. Analysis and Visualization of Reviews Text Data/11. Distribution of Unigram, Bigram and Trigram Part 2.mp452.42MB
  92. 13. Analysis and Visualization of Reviews Text Data/12. Distribution of Unigram, Bigram and Trigram without STOP WORDS.mp456.94MB
  93. 13. Analysis and Visualization of Reviews Text Data/13. Distribution of Top 20 Parts-of-Speech POS tags.mp441.42MB
  94. 13. Analysis and Visualization of Reviews Text Data/14. Bivariate Analysis Part 1.mp448.12MB
  95. 13. Analysis and Visualization of Reviews Text Data/15. Bivariate Analysis Part 2.mp439.04MB
  96. 13. Analysis and Visualization of Reviews Text Data/16. Bivariate Analysis Part 3.mp422.37MB
  97. 13. Analysis and Visualization of Reviews Text Data/2. Getting Started.mp429.03MB
  98. 13. Analysis and Visualization of Reviews Text Data/3. Data Import.mp442.51MB
  99. 13. Analysis and Visualization of Reviews Text Data/4. Data Cleaning.mp449.95MB
  100. 13. Analysis and Visualization of Reviews Text Data/5. Feature Engineering.mp439.52MB
  101. 13. Analysis and Visualization of Reviews Text Data/6. Distribution of Sentiment Polarity.mp422.94MB
  102. 13. Analysis and Visualization of Reviews Text Data/7. Distribution of Reviews Rating and Reviewers Age.mp418.23MB
  103. 13. Analysis and Visualization of Reviews Text Data/8. Distribution of Review Text Length and Word Length.mp425.12MB
  104. 13. Analysis and Visualization of Reviews Text Data/9. Distribution of Department, Division, and Class.mp435.6MB
  105. 14. Analysis and Visualization of IPL Cricket Matches/1. Introduction.mp416.04MB
  106. 14. Analysis and Visualization of IPL Cricket Matches/2. About Cricket Matches and Package Import.mp459.54MB
  107. 14. Analysis and Visualization of IPL Cricket Matches/3. Data Understanding.mp431.67MB
  108. 14. Analysis and Visualization of IPL Cricket Matches/4. Wins and Lost Matches Analysis.mp469.79MB
  109. 14. Analysis and Visualization of IPL Cricket Matches/5. MoM, City and Venue wise Analysis.mp434.01MB
  110. 14. Analysis and Visualization of IPL Cricket Matches/6. MI vs CSK Head to Head Matches.mp447.71MB
  111. 14. Analysis and Visualization of IPL Cricket Matches/7. Seasonwise Analysis.mp419.75MB
  112. 14. Analysis and Visualization of IPL Cricket Matches/8. Ball by Ball Analysis.mp460.99MB
  113. 15. Analysis and Visualization of FIFA World Cup Matches/1. Introduction.mp413.1MB
  114. 15. Analysis and Visualization of FIFA World Cup Matches/10. Match Outcomes by Home and Away Teams.mp433.78MB
  115. 15. Analysis and Visualization of FIFA World Cup Matches/2. FIFA World Cup Data Import.mp429.24MB
  116. 15. Analysis and Visualization of FIFA World Cup Matches/3. Data Cleaning.mp482.58MB
  117. 15. Analysis and Visualization of FIFA World Cup Matches/4. Most Number of World Cup Winning Title.mp424.25MB
  118. 15. Analysis and Visualization of FIFA World Cup Matches/5. Number of Goal Per Country.mp423.5MB
  119. 15. Analysis and Visualization of FIFA World Cup Matches/6. Attendance, Number of Teams, Goals, and Matches per Cup.mp448.1MB
  120. 15. Analysis and Visualization of FIFA World Cup Matches/7. Goals Per Team Per Word Cup.mp466.9MB
  121. 15. Analysis and Visualization of FIFA World Cup Matches/8. Matches with Highest Number of Attendance.mp453.2MB
  122. 15. Analysis and Visualization of FIFA World Cup Matches/9. Stadiums with Highest Average Attendance.mp437.28MB
  123. 16. Python Coding in Mobile/1. Introduction.mp421.51MB
  124. 16. Python Coding in Mobile/2. Python in Mobile.mp412.44MB
  125. 16. Python Coding in Mobile/3. Matplotlib Plot in Mobile.mp421.22MB
  126. 16. Python Coding in Mobile/4. Pandas Coding in Mobile.mp423.05MB
  127. 16. Python Coding in Mobile/5. Seaborn Coding in Mobile.mp429.68MB
  128. 2. Python Crash Course/1. Introduction.mp49.09MB
  129. 2. Python Crash Course/11. Boolean and Comparison Operator.mp410.24MB
  130. 2. Python Crash Course/12. Logical Operator.mp412.59MB
  131. 2. Python Crash Course/13. Conditional Statements If Else and Elif.mp418.85MB
  132. 2. Python Crash Course/14. For and While Loops in Python.mp421.89MB
  133. 2. Python Crash Course/15. Methods and Lambda Functions.mp416.14MB
  134. 2. Python Crash Course/2. Data Types Numbers.mp420.5MB
  135. 2. Python Crash Course/3. Variable Assignment.mp416.45MB
  136. 2. Python Crash Course/4. String.mp428.31MB
  137. 2. Python Crash Course/6. List.mp412.82MB
  138. 2. Python Crash Course/7. Set.mp411.49MB
  139. 2. Python Crash Course/8. Tuple.mp48.85MB
  140. 2. Python Crash Course/9. Dictionary.mp413.19MB
  141. 3. NumPy Crash Course/1. Introduction.mp48.88MB
  142. 3. NumPy Crash Course/10. Concatenate and Sorting.mp416.08MB
  143. 3. NumPy Crash Course/11. Working with Dates.mp413.23MB
  144. 3. NumPy Crash Course/2. Array.mp441.01MB
  145. 3. NumPy Crash Course/3. NaN and INF.mp433.04MB
  146. 3. NumPy Crash Course/4. Statistical Operations.mp415.2MB
  147. 3. NumPy Crash Course/5. Shape, Reshape, Ravel, Flatten.mp411.38MB
  148. 3. NumPy Crash Course/7. Sequence, Repetitions, and Random Numbers.mp457.19MB
  149. 3. NumPy Crash Course/8. Where.mp418.63MB
  150. 3. NumPy Crash Course/9. File Read and Write.mp428.09MB
  151. 4. Pandas Crash Course/1. Introduction.mp47.38MB
  152. 4. Pandas Crash Course/2. DataFrame and Series.mp416.59MB
  153. 4. Pandas Crash Course/3. File Reading and Writing.mp442.93MB
  154. 4. Pandas Crash Course/4. Info, Shape, Duplicated, and Drop.mp422.9MB
  155. 4. Pandas Crash Course/5. Columns.mp411.25MB
  156. 4. Pandas Crash Course/6. NaN and Null Values.mp428.84MB
  157. 4. Pandas Crash Course/7. Imputation.mp421.28MB
  158. 4. Pandas Crash Course/8. Lambda Function.mp417.81MB
  159. 5. Data Visualization with Pandas/1. Introduction.mp411.08MB
  160. 5. Data Visualization with Pandas/10. Hex and Pie Plot.mp459.44MB
  161. 5. Data Visualization with Pandas/11. Scatter Matrix and Subplots.mp442.39MB
  162. 5. Data Visualization with Pandas/2. Data Generation.mp436.04MB
  163. 5. Data Visualization with Pandas/3. Line Plot.mp457.21MB
  164. 5. Data Visualization with Pandas/4. More on Line Plot.mp424.64MB
  165. 5. Data Visualization with Pandas/5. Bar Plot.mp426.8MB
  166. 5. Data Visualization with Pandas/6. Stacked Plot.mp421.62MB
  167. 5. Data Visualization with Pandas/7. Histogram.mp452.72MB
  168. 5. Data Visualization with Pandas/8. Box Plot.mp422.17MB
  169. 5. Data Visualization with Pandas/9. Area and Scatter Plot.mp446.86MB
  170. 6. Matplotlib/1. Introduction.mp417.53MB
  171. 6. Matplotlib/10. Nested Pie Plot.mp459.39MB
  172. 6. Matplotlib/11. Labeling a Pie Plot.mp466.88MB
  173. 6. Matplotlib/12. Bar Chart on Polar Axis.mp447.43MB
  174. 6. Matplotlib/13. Line Plot on a Polar Axis.mp432.83MB
  175. 6. Matplotlib/14. Scatter Plot on a Polar Axis.mp428.83MB
  176. 6. Matplotlib/15. Integral in Calculus Plot as Area Under the Curve.mp479.7MB
  177. 6. Matplotlib/16. Animation Plot Part 1.mp416.67MB
  178. 6. Matplotlib/17. Animation Plot Part 2.mp443.85MB
  179. 6. Matplotlib/2. Line Plot.mp443.98MB
  180. 6. Matplotlib/3. Label.mp45.2MB
  181. 6. Matplotlib/4. Scatter, Bar, and Hist Plots.mp430.15MB
  182. 6. Matplotlib/5. Box Plot.mp418.25MB
  183. 6. Matplotlib/6. Subplot.mp439.61MB
  184. 6. Matplotlib/7. xlim, ylim, xticks, and yticks.mp441.38MB
  185. 6. Matplotlib/8. Pie Plot.mp441.89MB
  186. 6. Matplotlib/9. Pie Plot Text Color.mp417.47MB
  187. 7. Time Series Plots/1. Dataset Loading.mp433.27MB
  188. 7. Time Series Plots/2. Line and Scatter Plots.mp433.7MB
  189. 7. Time Series Plots/3. Subplots.mp442.87MB
  190. 7. Time Series Plots/4. Heatmap.mp415.85MB
  191. 7. Time Series Plots/5. Histogram and KDE Plots.mp412.93MB
  192. 8. Seaborn/1. Introduction.mp413.7MB
  193. 8. Seaborn/10. Cat Plot.mp425.99MB
  194. 8. Seaborn/11. Box Plot.mp410MB
  195. 8. Seaborn/12. Boxen Plot.mp419.29MB
  196. 8. Seaborn/13. Violin Plot.mp428.34MB
  197. 8. Seaborn/14. Bar Plot.mp415.91MB
  198. 8. Seaborn/15. Point Plot.mp48.79MB
  199. 8. Seaborn/16. Joint Plot.mp410.78MB
  200. 8. Seaborn/17. Pair Plot.mp422.83MB
  201. 8. Seaborn/18. Regression Plot.mp412.27MB
  202. 8. Seaborn/19. Controlling Plotted Figure Aesthetics.mp430.23MB
  203. 8. Seaborn/2. Scatter Plot.mp420.7MB
  204. 8. Seaborn/3. Hue, Style and Size Part 1.mp410.21MB
  205. 8. Seaborn/4. Hue, Style and Size Part 2.mp425.46MB
  206. 8. Seaborn/5. Line Plot Part 1.mp416.37MB
  207. 8. Seaborn/6. Line Plot Part 2.mp447.77MB
  208. 8. Seaborn/7. Line Plot Part 3.mp439.9MB
  209. 8. Seaborn/8. Subplot.mp429.77MB
  210. 8. Seaborn/9. sns.lineplot(), sns.scatterplot().mp426.38MB
  211. 9. Plotly and Cufflinks/1. Introduction.mp48.52MB
  212. 9. Plotly and Cufflinks/2. Installation and Setup.mp427.24MB
  213. 9. Plotly and Cufflinks/3. Line Plot.mp424.41MB
  214. 9. Plotly and Cufflinks/4. Scatter Plot.mp49.72MB
  215. 9. Plotly and Cufflinks/5. Bar Plot.mp426.15MB
  216. 9. Plotly and Cufflinks/6. Box Plot and Area Plot.mp49.17MB
  217. 9. Plotly and Cufflinks/7. 3D Plot.mp425.04MB
  218. 9. Plotly and Cufflinks/8. Spread Plot and Hist Plot.mp411.69MB
  219. 9. Plotly and Cufflinks/9. Bubble Plot and Heatmap.mp443.24MB
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