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

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视频 2023-5-14 05:29 2024-12-18 10:07 209 6.47 GB 219
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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/103 - Introduction.mp420.83MB
  8. 10 - Analysis and Visualization of Boston Housing Data/105 - Data Preparation.mp431.84MB
  9. 10 - Analysis and Visualization of Boston Housing Data/106 - Data Deep Dive.mp450.01MB
  10. 10 - Analysis and Visualization of Boston Housing Data/107 - pddescribe.mp438.5MB
  11. 10 - Analysis and Visualization of Boston Housing Data/108 - Bar Plot.mp424.54MB
  12. 10 - Analysis and Visualization of Boston Housing Data/109 - Plot Styling.mp439.18MB
  13. 10 - Analysis and Visualization of Boston Housing Data/110 - Pair Plot.mp487.7MB
  14. 10 - Analysis and Visualization of Boston Housing Data/111 - Distribution Plot.mp431.06MB
  15. 10 - Analysis and Visualization of Boston Housing Data/112 - Scatter Plot.mp442.99MB
  16. 10 - Analysis and Visualization of Boston Housing Data/113 - Heatmap.mp479.4MB
  17. 10 - Analysis and Visualization of Boston Housing Data/114 - Correlated Feature Selection.mp438.2MB
  18. 10 - Analysis and Visualization of Boston Housing Data/115 - Heatmap and Pair Plot of Correlated Data.mp438.45MB
  19. 10 - Analysis and Visualization of Boston Housing Data/116 - Box and Rel Plot.mp437.59MB
  20. 10 - Analysis and Visualization of Boston Housing Data/117 - Joint Plot Part 1.mp421.15MB
  21. 10 - Analysis and Visualization of Boston Housing Data/118 - Joint Plot Part 2.mp429.72MB
  22. 10 - Analysis and Visualization of Boston Housing Data/119 - Linear Regression without ML Part 1.mp428.47MB
  23. 10 - Analysis and Visualization of Boston Housing Data/120 - Linear Regression without ML Part 2.mp439.46MB
  24. 11 - Analysis and Visualization of Titanic Dataset/121 - Introduction.mp428.72MB
  25. 11 - Analysis and Visualization of Titanic Dataset/122 - Data Understanding.mp420.97MB
  26. 11 - Analysis and Visualization of Titanic Dataset/123 - Load Dataset.mp432.32MB
  27. 11 - Analysis and Visualization of Titanic Dataset/124 - Heatmap.mp426.61MB
  28. 11 - Analysis and Visualization of Titanic Dataset/125 - Univariate Analysis.mp438.42MB
  29. 11 - Analysis and Visualization of Titanic Dataset/126 - Survived.mp420.51MB
  30. 11 - Analysis and Visualization of Titanic Dataset/127 - Pclass Part 1.mp410.99MB
  31. 11 - Analysis and Visualization of Titanic Dataset/128 - Pclass Part 2.mp426.91MB
  32. 11 - Analysis and Visualization of Titanic Dataset/129 - Sex Part 1.mp418.82MB
  33. 11 - Analysis and Visualization of Titanic Dataset/130 - Sex Part 2.mp413.01MB
  34. 11 - Analysis and Visualization of Titanic Dataset/131 - Sex Part 3.mp413.83MB
  35. 11 - Analysis and Visualization of Titanic Dataset/132 - Sex Part 4.mp421.67MB
  36. 11 - Analysis and Visualization of Titanic Dataset/133 - Sex Part 5.mp49.28MB
  37. 11 - Analysis and Visualization of Titanic Dataset/134 - Age Part 1.mp423.01MB
  38. 11 - Analysis and Visualization of Titanic Dataset/135 - Age Part 2.mp418.92MB
  39. 11 - Analysis and Visualization of Titanic Dataset/136 - Age Part 3.mp418.59MB
  40. 11 - Analysis and Visualization of Titanic Dataset/137 - Age Part 4.mp440.82MB
  41. 11 - Analysis and Visualization of Titanic Dataset/138 - Fare Part 1.mp415.82MB
  42. 11 - Analysis and Visualization of Titanic Dataset/139 - Fare Part 2.mp410.43MB
  43. 11 - Analysis and Visualization of Titanic Dataset/140 - Fare Part 3.mp423.4MB
  44. 11 - Analysis and Visualization of Titanic Dataset/141 - Fare Part 4.mp421.09MB
  45. 11 - Analysis and Visualization of Titanic Dataset/142 - Sibsp Part 1.mp417.16MB
  46. 11 - Analysis and Visualization of Titanic Dataset/143 - Sibsp Part 2.mp411.91MB
  47. 11 - Analysis and Visualization of Titanic Dataset/144 - Sibsp Part 3.mp412.72MB
  48. 11 - Analysis and Visualization of Titanic Dataset/145 - Sibsp Part 4.mp416.36MB
  49. 11 - Analysis and Visualization of Titanic Dataset/146 - Parch Part 1.mp425.03MB
  50. 11 - Analysis and Visualization of Titanic Dataset/147 - Parch Part 2.mp418.19MB
  51. 11 - Analysis and Visualization of Titanic Dataset/148 - Embarked.mp422.69MB
  52. 11 - Analysis and Visualization of Titanic Dataset/149 - Who.mp422.87MB
  53. 12 - Analysis and Visualization of Covid19 Data/150 - Introduction.mp439.44MB
  54. 12 - Analysis and Visualization of Covid19 Data/151 - Data Understanding.mp429.06MB
  55. 12 - Analysis and Visualization of Covid19 Data/152 - Import Packages.mp421.9MB
  56. 12 - Analysis and Visualization of Covid19 Data/153 - Clone Latest Covid19 Dataset.mp423MB
  57. 12 - Analysis and Visualization of Covid19 Data/154 - Import Cleaned Covid19 Dataset.mp437.1MB
  58. 12 - Analysis and Visualization of Covid19 Data/155 - Import Preprocessed Data.mp433.65MB
  59. 12 - Analysis and Visualization of Covid19 Data/156 - Scatter Plot for Confirmed Cases.mp437.16MB
  60. 12 - Analysis and Visualization of Covid19 Data/157 - Cases Timelaps on Worldmap.mp444.19MB
  61. 12 - Analysis and Visualization of Covid19 Data/158 - Total Cases on Ships.mp440.21MB
  62. 12 - Analysis and Visualization of Covid19 Data/159 - Cases Over the Time with Area Plot Part 1.mp432.37MB
  63. 12 - Analysis and Visualization of Covid19 Data/160 - Cases Over the Time with Area Plot Part 2.mp433.72MB
  64. 12 - Analysis and Visualization of Covid19 Data/161 - Covid19 Cases on Folium Map.mp455.45MB
  65. 12 - Analysis and Visualization of Covid19 Data/162 - Confirmed Cases with Animation.mp435.89MB
  66. 12 - Analysis and Visualization of Covid19 Data/163 - Confirmed and Death Cases with Bar Plot.mp424.71MB
  67. 12 - Analysis and Visualization of Covid19 Data/164 - Confirmed and Death Cases with Colormap.mp436.75MB
  68. 12 - Analysis and Visualization of Covid19 Data/165 - Deaths per 100 Cases.mp434.16MB
  69. 12 - Analysis and Visualization of Covid19 Data/166 - New Cases and Countries per Day.mp436.06MB
  70. 12 - Analysis and Visualization of Covid19 Data/168 - Top 15 Countries Case Analysis Part 1.mp429.12MB
  71. 12 - Analysis and Visualization of Covid19 Data/169 - Top 15 Countries Case Analysis Part 2.mp445.47MB
  72. 12 - Analysis and Visualization of Covid19 Data/170 - Top 15 Countries Case Analysis Part 3.mp439.96MB
  73. 12 - Analysis and Visualization of Covid19 Data/171 - Top 15 Countries Case Analysis Part 4.mp445.2MB
  74. 12 - Analysis and Visualization of Covid19 Data/172 - Top 15 Countries Case Analysis Part 5.mp452.9MB
  75. 12 - Analysis and Visualization of Covid19 Data/173 - Save Figures in PNG JPEG and PDF.mp421.49MB
  76. 12 - Analysis and Visualization of Covid19 Data/174 - Scatter Plot for Deaths vs Confirmed Cases.mp459.4MB
  77. 12 - Analysis and Visualization of Covid19 Data/175 - Stacked Bar Plot.mp439.29MB
  78. 12 - Analysis and Visualization of Covid19 Data/176 - Stacked Line Plot.mp415.58MB
  79. 12 - Analysis and Visualization of Covid19 Data/177 - Growth Rate After 100 Cases.mp452.87MB
  80. 12 - Analysis and Visualization of Covid19 Data/178 - Growth Rate After 1000 Cases.mp412.66MB
  81. 12 - Analysis and Visualization of Covid19 Data/179 - Growth Rate After 10000 Cases.mp413.68MB
  82. 12 - Analysis and Visualization of Covid19 Data/180 - Growth Rate After 100k Cases.mp411.44MB
  83. 12 - Analysis and Visualization of Covid19 Data/181 - Tree Map Analysis.mp421.99MB
  84. 12 - Analysis and Visualization of Covid19 Data/182 - First and Last Case Report Time Part 1.mp424.07MB
  85. 12 - Analysis and Visualization of Covid19 Data/183 - First and Last Case Report Time Part 2.mp421.36MB
  86. 12 - Analysis and Visualization of Covid19 Data/184 - First and Last Case Report Time Part 3.mp458.62MB
  87. 12 - Analysis and Visualization of Covid19 Data/185 - Confirmed Cases by Country and Daywise.mp456.51MB
  88. 12 - Analysis and Visualization of Covid19 Data/186 - Covid19 vs Other Epidemics.mp464.35MB
  89. 13 - Analysis and Visualization of Reviews Text Data/187 - Introduction.mp422.9MB
  90. 13 - Analysis and Visualization of Reviews Text Data/188 - Getting Started.mp429.03MB
  91. 13 - Analysis and Visualization of Reviews Text Data/189 - Data Import.mp442.51MB
  92. 13 - Analysis and Visualization of Reviews Text Data/190 - Data Cleaning.mp449.95MB
  93. 13 - Analysis and Visualization of Reviews Text Data/191 - Feature Engineering.mp439.51MB
  94. 13 - Analysis and Visualization of Reviews Text Data/192 - Distribution of Sentiment Polarity.mp422.93MB
  95. 13 - Analysis and Visualization of Reviews Text Data/193 - Distribution of Reviews Rating and Reviewers Age.mp418.23MB
  96. 13 - Analysis and Visualization of Reviews Text Data/194 - Distribution of Review Text Length and Word Length.mp425.11MB
  97. 13 - Analysis and Visualization of Reviews Text Data/195 - Distribution of Department Division and Class.mp435.59MB
  98. 13 - Analysis and Visualization of Reviews Text Data/196 - Distribution of Unigram Bigram and Trigram Part 1.mp449.01MB
  99. 13 - Analysis and Visualization of Reviews Text Data/197 - Distribution of Unigram Bigram and Trigram Part 2.mp452.42MB
  100. 13 - Analysis and Visualization of Reviews Text Data/198 - Distribution of Unigram Bigram and Trigram without STOP WORDS.mp456.94MB
  101. 13 - Analysis and Visualization of Reviews Text Data/199 - Distribution of Top 20 PartsofSpeech POS tags.mp441.41MB
  102. 13 - Analysis and Visualization of Reviews Text Data/200 - Bivariate Analysis Part 1.mp448.11MB
  103. 13 - Analysis and Visualization of Reviews Text Data/201 - Bivariate Analysis Part 2.mp439.03MB
  104. 13 - Analysis and Visualization of Reviews Text Data/202 - Bivariate Analysis Part 3.mp422.36MB
  105. 14 - Analysis and Visualization of IPL Cricket Matches/203 - Introduction.mp416.04MB
  106. 14 - Analysis and Visualization of IPL Cricket Matches/204 - About Cricket Matches and Package Import.mp459.54MB
  107. 14 - Analysis and Visualization of IPL Cricket Matches/205 - Data Understanding.mp431.67MB
  108. 14 - Analysis and Visualization of IPL Cricket Matches/206 - Wins and Lost Matches Analysis.mp469.79MB
  109. 14 - Analysis and Visualization of IPL Cricket Matches/207 - MoM City and Venue wise Analysis.mp434.01MB
  110. 14 - Analysis and Visualization of IPL Cricket Matches/208 - MI vs CSK Head to Head Matches.mp447.7MB
  111. 14 - Analysis and Visualization of IPL Cricket Matches/209 - Seasonwise Analysis.mp419.74MB
  112. 14 - Analysis and Visualization of IPL Cricket Matches/210 - Ball by Ball Analysis.mp460.99MB
  113. 15 - Analysis and Visualization of FIFA World Cup Matches/211 - Introduction.mp413.1MB
  114. 15 - Analysis and Visualization of FIFA World Cup Matches/212 - FIFA World Cup Data Import.mp429.23MB
  115. 15 - Analysis and Visualization of FIFA World Cup Matches/213 - Data Cleaning.mp482.58MB
  116. 15 - Analysis and Visualization of FIFA World Cup Matches/214 - Most Number of World Cup Winning Title.mp424.25MB
  117. 15 - Analysis and Visualization of FIFA World Cup Matches/215 - Number of Goal Per Country.mp423.49MB
  118. 15 - Analysis and Visualization of FIFA World Cup Matches/216 - Attendance Number of Teams Goals and Matches per Cup.mp448.1MB
  119. 15 - Analysis and Visualization of FIFA World Cup Matches/217 - Goals Per Team Per Word Cup.mp466.89MB
  120. 15 - Analysis and Visualization of FIFA World Cup Matches/218 - Matches with Highest Number of Attendance.mp453.2MB
  121. 15 - Analysis and Visualization of FIFA World Cup Matches/219 - Stadiums with Highest Average Attendance.mp437.28MB
  122. 15 - Analysis and Visualization of FIFA World Cup Matches/220 - Match Outcomes by Home and Away Teams.mp433.78MB
  123. 16 - Python Coding in Mobile/221 - Introduction.mp421.51MB
  124. 16 - Python Coding in Mobile/222 - Python in Mobile.mp412.44MB
  125. 16 - Python Coding in Mobile/223 - Matplotlib Plot in Mobile.mp421.22MB
  126. 16 - Python Coding in Mobile/224 - Pandas Coding in Mobile.mp423.04MB
  127. 16 - Python Coding in Mobile/225 - Seaborn Coding in Mobile.mp429.67MB
  128. 2 - Python Crash Course/11 - Introduction.mp49.09MB
  129. 2 - Python Crash Course/12 - Data Types Numbers.mp420.5MB
  130. 2 - Python Crash Course/13 - Variable Assignment.mp416.45MB
  131. 2 - Python Crash Course/14 - String.mp428.31MB
  132. 2 - Python Crash Course/15 - List.mp412.82MB
  133. 2 - Python Crash Course/16 - Set.mp411.49MB
  134. 2 - Python Crash Course/17 - Tuple.mp48.84MB
  135. 2 - Python Crash Course/18 - Dictionary.mp413.18MB
  136. 2 - Python Crash Course/19 - Boolean and Comparison Operator.mp410.23MB
  137. 2 - Python Crash Course/20 - Logical Operator.mp412.59MB
  138. 2 - Python Crash Course/21 - Conditional Statements If Else and Elif.mp418.84MB
  139. 2 - Python Crash Course/22 - For and While Loops in Python.mp421.88MB
  140. 2 - Python Crash Course/23 - Methods and Lambda Functions.mp416.14MB
  141. 3 - NumPy Crash Course/24 - Introduction.mp48.88MB
  142. 3 - NumPy Crash Course/25 - Array.mp441.01MB
  143. 3 - NumPy Crash Course/26 - NaN and INF.mp433.04MB
  144. 3 - NumPy Crash Course/27 - Statistical Operations.mp415.2MB
  145. 3 - NumPy Crash Course/28 - Shape Reshape Ravel Flatten.mp411.38MB
  146. 3 - NumPy Crash Course/29 - Sequence Repetitions and Random Numbers.mp457.19MB
  147. 3 - NumPy Crash Course/30 - Where.mp418.63MB
  148. 3 - NumPy Crash Course/31 - File Read and Write.mp428.08MB
  149. 3 - NumPy Crash Course/32 - Concatenate and Sorting.mp416.07MB
  150. 3 - NumPy Crash Course/33 - Working with Dates.mp413.23MB
  151. 4 - Pandas Crash Course/34 - Introduction.mp47.38MB
  152. 4 - Pandas Crash Course/35 - DataFrame and Series.mp416.59MB
  153. 4 - Pandas Crash Course/36 - File Reading and Writing.mp442.93MB
  154. 4 - Pandas Crash Course/37 - Info Shape Duplicated and Drop.mp422.9MB
  155. 4 - Pandas Crash Course/38 - Columns.mp411.24MB
  156. 4 - Pandas Crash Course/39 - NaN and Null Values.mp428.84MB
  157. 4 - Pandas Crash Course/40 - Imputation.mp421.28MB
  158. 4 - Pandas Crash Course/41 - Lambda Function.mp417.81MB
  159. 5 - Data Visualization with Pandas/42 - Introduction.mp411.07MB
  160. 5 - Data Visualization with Pandas/43 - Data Generation.mp436.04MB
  161. 5 - Data Visualization with Pandas/44 - Line Plot.mp457.21MB
  162. 5 - Data Visualization with Pandas/45 - More on Line Plot.mp424.63MB
  163. 5 - Data Visualization with Pandas/46 - Bar Plot.mp426.79MB
  164. 5 - Data Visualization with Pandas/47 - Stacked Plot.mp421.61MB
  165. 5 - Data Visualization with Pandas/48 - Histogram.mp452.72MB
  166. 5 - Data Visualization with Pandas/49 - Box Plot.mp422.17MB
  167. 5 - Data Visualization with Pandas/50 - Area and Scatter Plot.mp446.86MB
  168. 5 - Data Visualization with Pandas/51 - Hex and Pie Plot.mp459.44MB
  169. 5 - Data Visualization with Pandas/52 - Scatter Matrix and Subplots.mp442.39MB
  170. 6 - Matplotlib/53 - Introduction.mp417.52MB
  171. 6 - Matplotlib/54 - Line Plot.mp443.98MB
  172. 6 - Matplotlib/55 - Label.mp45.2MB
  173. 6 - Matplotlib/56 - Scatter Bar and Hist Plots.mp430.14MB
  174. 6 - Matplotlib/57 - Box Plot.mp418.24MB
  175. 6 - Matplotlib/58 - Subplot.mp439.61MB
  176. 6 - Matplotlib/59 - xlim ylim xticks and yticks.mp441.38MB
  177. 6 - Matplotlib/60 - Pie Plot.mp441.89MB
  178. 6 - Matplotlib/61 - Pie Plot Text Color.mp417.46MB
  179. 6 - Matplotlib/62 - Nested Pie Plot.mp459.38MB
  180. 6 - Matplotlib/63 - Labeling a Pie Plot.mp466.88MB
  181. 6 - Matplotlib/64 - Bar Chart on Polar Axis.mp447.43MB
  182. 6 - Matplotlib/65 - Line Plot on a Polar Axis.mp432.82MB
  183. 6 - Matplotlib/66 - Scatter Plot on a Polar Axis.mp428.83MB
  184. 6 - Matplotlib/67 - Integral in Calculus Plot as Area Under the Curve.mp479.7MB
  185. 6 - Matplotlib/68 - Animation Plot Part 1.mp416.66MB
  186. 6 - Matplotlib/69 - Animation Plot Part 2.mp443.85MB
  187. 7 - Time Series Plots/70 - Dataset Loading.mp433.27MB
  188. 7 - Time Series Plots/71 - Line and Scatter Plots.mp433.7MB
  189. 7 - Time Series Plots/72 - Subplots.mp442.87MB
  190. 7 - Time Series Plots/73 - Heatmap.mp415.85MB
  191. 7 - Time Series Plots/74 - Histogram and KDE Plots.mp412.93MB
  192. 8 - Seaborn/75 - Introduction.mp413.7MB
  193. 8 - Seaborn/76 - Scatter Plot.mp420.7MB
  194. 8 - Seaborn/77 - Hue Style and Size Part 1.mp410.21MB
  195. 8 - Seaborn/78 - Hue Style and Size Part 2.mp425.45MB
  196. 8 - Seaborn/79 - Line Plot Part 1.mp416.36MB
  197. 8 - Seaborn/80 - Line Plot Part 2.mp447.76MB
  198. 8 - Seaborn/81 - Line Plot Part 3.mp439.9MB
  199. 8 - Seaborn/82 - Subplot.mp429.76MB
  200. 8 - Seaborn/83 - snslineplot snsscatterplot.mp426.37MB
  201. 8 - Seaborn/84 - Cat Plot.mp425.98MB
  202. 8 - Seaborn/85 - Box Plot.mp410MB
  203. 8 - Seaborn/86 - Boxen Plot.mp419.29MB
  204. 8 - Seaborn/87 - Violin Plot.mp428.34MB
  205. 8 - Seaborn/88 - Bar Plot.mp415.9MB
  206. 8 - Seaborn/89 - Point Plot.mp48.79MB
  207. 8 - Seaborn/90 - Joint Plot.mp410.77MB
  208. 8 - Seaborn/91 - Pair Plot.mp422.82MB
  209. 8 - Seaborn/92 - Regression Plot.mp412.26MB
  210. 8 - Seaborn/93 - Controlling Plotted Figure Aesthetics.mp430.23MB
  211. 9 - Plotly and Cufflinks/100 - 3D Plot.mp425.04MB
  212. 9 - Plotly and Cufflinks/101 - Spread Plot and Hist Plot.mp411.69MB
  213. 9 - Plotly and Cufflinks/102 - Bubble Plot and Heatmap.mp443.23MB
  214. 9 - Plotly and Cufflinks/94 - Introduction.mp48.52MB
  215. 9 - Plotly and Cufflinks/95 - Installation and Setup.mp427.24MB
  216. 9 - Plotly and Cufflinks/96 - Line Plot.mp424.41MB
  217. 9 - Plotly and Cufflinks/97 - Scatter Plot.mp49.72MB
  218. 9 - Plotly and Cufflinks/98 - Bar Plot.mp426.14MB
  219. 9 - Plotly and Cufflinks/99 - Box Plot and Area Plot.mp49.16MB
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