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Advanced Data Analytics Training using Python

  • 收录时间:2022-02-12 06:51:30
  • 文件大小:15GB
  • 下载次数:1
  • 最近下载:2022-02-12 06:51:30
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文件列表

  1. 01 Python Fundamentals/006 Built in Data Types and Type Casting.mp4 138MB
  2. 01 Python Fundamentals/002 Why should you learn Python_.mp4 129MB
  3. 06 Statistics and Probability/024 Confidence Intervals.mp4 121MB
  4. 02 Python Data Structures/023 Time Complexity.mp4 120MB
  5. 02 Python Data Structures/027 Insertion and Selection Sort.mp4 120MB
  6. 02 Python Data Structures/028 Merge Sort.mp4 115MB
  7. 02 Python Data Structures/021 Exercise on Stacks and Queues.mp4 113MB
  8. 02 Python Data Structures/025 Binary Search.mp4 110MB
  9. 08 Data Cleaning/022 Data Cleaning on Naukri Dataset.mp4 106MB
  10. 05 Data Exploration/007 Exploring the Dabl Library.mp4 102MB
  11. 06 Statistics and Probability/008 Permutations and Combinations.mp4 97MB
  12. 02 Python Data Structures/024 Linear Search.mp4 95MB
  13. 01 Python Fundamentals/003 Installing Python and Jupyter Notebook.mp4 95MB
  14. 01 Python Fundamentals/005 Naming Convention for variables.mp4 95MB
  15. 03 Python Functions Deepdive/007 Exercises on Functions.mp4 93MB
  16. 02 Python Data Structures/030 Exercise on Searching and Sorting.mp4 90MB
  17. 06 Statistics and Probability/020 Sample Mean and Population Mean.mp4 86MB
  18. 06 Statistics and Probability/009 Quiz Solution.mp4 86MB
  19. 03 Python Functions Deepdive/038 Exercise on Classes and Objects.mp4 85MB
  20. 03 Python Functions Deepdive/009 Exercises on Modules.mp4 85MB
  21. 03 Python Functions Deepdive/024 Exercise on Aggregate Functions.mp4 84MB
  22. 08 Data Cleaning/006 Imputing missing values in a real-time scenario.mp4 83MB
  23. 05 Data Exploration/008 Exploring the Sweetviz Library.mp4 82MB
  24. 06 Statistics and Probability/005 Conditional Probability.mp4 80MB
  25. 03 Python Functions Deepdive/026 Exercise on Analytical Functions.mp4 80MB
  26. 03 Python Functions Deepdive/012 Filter, Map, and Zip Functions.mp4 80MB
  27. 08 Data Cleaning/003 When should we delete the missing values.mp4 80MB
  28. 06 Statistics and Probability/012 Measures of Spread.mp4 79MB
  29. 01 Python Fundamentals/013 Arithmetic and Assignment Operators.mp4 78MB
  30. 13 Players Performance Analysis/005 Data Visualization.mp4 78MB
  31. 01 Python Fundamentals/019 Exercise on Comparison, Logical, and Bitwise Operators.mp4 77MB
  32. 04 Python for Data Science/024 Merging and Concatenating DataFrames.mp4 77MB
  33. 02 Python Data Structures/015 Exercises on Dictionaries.mp4 76MB
  34. 07 Hypothesis Testing/004 P-Value and Level of Significance.mp4 76MB
  35. 06 Statistics and Probability/006 Set Theory.mp4 76MB
  36. 02 Python Data Structures/026 Bubble Sort.mp4 76MB
  37. 02 Python Data Structures/010 Introduction to Sets.mp4 75MB
  38. 06 Statistics and Probability/004 Basic Probability.mp4 75MB
  39. 01 Python Fundamentals/033 Exercise on Loops and Conditionals.mp4 74MB
  40. 13 Players Performance Analysis/003 Data Cleaning.mp4 74MB
  41. 04 Python for Data Science/008 Meta Characters for Regular Expressions.mp4 74MB
  42. 08 Data Cleaning/004 Imputing missing values with the business logic.mp4 74MB
  43. 01 Python Fundamentals/011 Exercise on Scope of Variables.mp4 74MB
  44. 02 Python Data Structures/029 Quiz Solution.mp4 73MB
  45. 06 Statistics and Probability/023 Maximum Likelihood Estimation.mp4 73MB
  46. 01 Python Fundamentals/017 Exercise on Arithmetic and Assignment Operators.mp4 72MB
  47. 06 Statistics and Probability/010 Types of Data.mp4 71MB
  48. 06 Statistics and Probability/025 Quiz Solution.mp4 71MB
  49. 09 Data Visualization/003 Multivariate Analysis.mp4 71MB
  50. 01 Python Fundamentals/004 Understanding the Interface of Jupyter Notebook.mp4 70MB
  51. 07 Hypothesis Testing/006 One Sampled T Test.mp4 69MB
  52. 08 Data Cleaning/008 How outliers can be harmful for machine learning models.mp4 69MB
  53. 04 Python for Data Science/023 Indexing, Selecting, and Filtering Data using Pandas.mp4 69MB
  54. 05 Data Exploration/003 Data Profiling.mp4 68MB
  55. 02 Python Data Structures/013 Exercise on Sets.mp4 68MB
  56. 12 Movie Recommender Systems/016 Recommending Similar Genres and Movies.mp4 68MB
  57. 03 Python Functions Deepdive/031 Exercise on Recursions.mp4 68MB
  58. 06 Statistics and Probability/011 Measures of Central Tendency.mp4 68MB
  59. 07 Hypothesis Testing/010 One Sampled Z Test.mp4 68MB
  60. 02 Python Data Structures/007 Introduction to Dictionaries.mp4 67MB
  61. 01 Python Fundamentals/007 Scope of Variables.mp4 67MB
  62. 06 Statistics and Probability/022 Bias and Variance.mp4 66MB
  63. 04 Python for Data Science/006 Exercise on Date and Time.mp4 66MB
  64. 01 Python Fundamentals/029 If, elif, and else.mp4 66MB
  65. 04 Python for Data Science/021 Reading Datasets using Pandas.mp4 66MB
  66. 01 Python Fundamentals/021 Exercise on Identity and Membership Operators.mp4 65MB
  67. 04 Python for Data Science/031 Exercise on Apply Functions.mp4 65MB
  68. 03 Python Functions Deepdive/017 Exercise on Filter, Map, and Zip Functions.mp4 65MB
  69. 04 Python for Data Science/019 Exercise on Built-in Functions in Numpy.mp4 64MB
  70. 08 Data Cleaning/001 Causes and Impact of Missing Values.mp4 64MB
  71. 06 Statistics and Probability/014 Quiz Solution.mp4 64MB
  72. 02 Python Data Structures/005 Exercises on Lists.mp4 64MB
  73. 08 Data Cleaning/009 Finding out outliers from the data.mp4 63MB
  74. 03 Python Functions Deepdive/015 Exercise on Lambda Functions.mp4 63MB
  75. 03 Python Functions Deepdive/029 Solving the Fibonacci Problem using Recursion.mp4 63MB
  76. 01 Python Fundamentals/014 Comparison, Logical, and Bitwise Operators.mp4 62MB
  77. 03 Python Functions Deepdive/035 Encapsulation.mp4 62MB
  78. 02 Python Data Structures/032 Exercise on Time Complexity.mp4 62MB
  79. 04 Python for Data Science/013 Exercise on Regular Expressions.mp4 62MB
  80. 08 Data Cleaning/002 Types of Missing Values.mp4 62MB
  81. 06 Statistics and Probability/003 Applications of Probability in Real Life.mp4 62MB
  82. 03 Python Functions Deepdive/019 Exercise on Comprehensions.mp4 61MB
  83. 08 Data Cleaning/011 Deleting and Capping the outliers.mp4 61MB
  84. 01 Python Fundamentals/001 Introduction.mp4 61MB
  85. 12 Movie Recommender Systems/013 Comparing Critically acclaimed Actors.mp4 61MB
  86. 02 Python Data Structures/009 Nested Dictionaries.mp4 61MB
  87. 06 Statistics and Probability/019 Quiz Solution.mp4 60MB
  88. 06 Statistics and Probability/007 Bayes' Theorem.mp4 59MB
  89. 02 Python Data Structures/011 Set Operations.mp4 59MB
  90. 04 Python for Data Science/018 Quiz Solution.mp4 58MB
  91. 09 Data Visualization/001 Univariate Analysis.mp4 57MB
  92. 06 Statistics and Probability/021 Central Limit Theorem.mp4 57MB
  93. 04 Python for Data Science/011 Sets for Regular Expressions.mp4 56MB
  94. 08 Data Cleaning/013 Quiz Solution.mp4 56MB
  95. 08 Data Cleaning/005 Imputing missing values with Mean_Median_Mode.mp4 56MB
  96. 05 Data Exploration/011 Quiz Solution.mp4 56MB
  97. 04 Python for Data Science/029 Exercise on Indexing and Selecting.mp4 55MB
  98. 03 Python Functions Deepdive/028 Solving the Factorial Problem using Recursion.mp4 55MB
  99. 07 Hypothesis Testing/002 Null Hypothesis and Alternate Hypothesis.mp4 55MB
  100. 06 Statistics and Probability/016 Introduction to Normal Distribution.mp4 55MB
  101. 05 Data Exploration/002 Course curriculum walkthrough.mp4 55MB
  102. 02 Python Data Structures/016 Solution on Dictionaries.mp4 55MB
  103. 04 Python for Data Science/026 Quiz Solution.mp4 55MB
  104. 03 Python Functions Deepdive/013 List, set, and Dictionary Comprehensions.mp4 55MB
  105. 10 Query Analysis/011 Quiz Solution.mp4 55MB
  106. 03 Python Functions Deepdive/002 Default Parameters in Functions.mp4 54MB
  107. 01 Python Fundamentals/009 Exercise on Variables and Data Types.mp4 54MB
  108. 09 Data Visualization/025 Quiz Solution.mp4 54MB
  109. 03 Python Functions Deepdive/011 Lambda Functions.mp4 53MB
  110. 01 Python Fundamentals/026 Quiz Solution.mp4 53MB
  111. 01 Python Fundamentals/030 For and While.mp4 53MB
  112. 13 Players Performance Analysis/001 Understanding the problem statement.mp4 53MB
  113. 01 Python Fundamentals/027 Exercise on Strings.mp4 53MB
  114. 11 Startups Case Study and Analysis/003 Data Cleaning.mp4 53MB
  115. 02 Python Data Structures/022 Solution on Stacks and Queues.mp4 53MB
  116. 07 Hypothesis Testing/005 Quiz Solution.mp4 53MB
  117. 07 Hypothesis Testing/001 What is Hypothesis Testing.mp4 52MB
  118. 12 Movie Recommender Systems/004 Missing Values Imputation.mp4 52MB
  119. 13 Players Performance Analysis/006 Query Analysis.mp4 52MB
  120. 10 Query Analysis/001 Aggregate functions used for Grouping.mp4 52MB
  121. 12 Movie Recommender Systems/006 Manipulating the Duration and Language Column.mp4 51MB
  122. 05 Data Exploration/004 Analyzing Target Data.mp4 51MB
  123. 04 Python for Data Science/015 Array Creation using Numpy.mp4 51MB
  124. 08 Data Cleaning/012 Dealing with outliers in a real-world scenario.mp4 51MB
  125. 04 Python for Data Science/027 Exercise on Pandas Plotting.mp4 51MB
  126. 02 Python Data Structures/033 Solution on Time Complexity.mp4 51MB
  127. 08 Data Cleaning/010 Using Winsorization to deal with outliers.mp4 51MB
  128. 11 Startups Case Study and Analysis/001 Understanding the Problem Statement.mp4 50MB
  129. 12 Movie Recommender Systems/005 Top 10 Profitable Movies.mp4 50MB
  130. 01 Python Fundamentals/023 String Formatting.mp4 50MB
  131. 01 Python Fundamentals/034 Solution on Loops and Conditionals.mp4 50MB
  132. 12 Movie Recommender Systems/007 Extracting the Movie Genres.mp4 50MB
  133. 14 Outro Section/001 Conclusion.mp4 49MB
  134. 08 Data Cleaning/007 Quiz Solution.mp4 49MB
  135. 01 Python Fundamentals/032 Quiz Solution.mp4 49MB
  136. 02 Python Data Structures/031 Solution on Searching and Sorting.mp4 49MB
  137. 09 Data Visualization/015 Quiz Solution.mp4 49MB
  138. 02 Python Data Structures/017 Introduction to Stacks and Queues.mp4 49MB
  139. 02 Python Data Structures/001 Differences between Lists and Tuples.mp4 49MB
  140. 12 Movie Recommender Systems/002 Taking a Deep Dive into the Dataset.mp4 49MB
  141. 09 Data Visualization/007 Bar, Line, and Area Charts.mp4 49MB
  142. 07 Hypothesis Testing/011 Two Sampled Z Test.mp4 48MB
  143. 05 Data Exploration/005 Quiz Solution.mp4 48MB
  144. 03 Python Functions Deepdive/010 Solution on Modules.mp4 48MB
  145. 09 Data Visualization/016 Animation with Bubbleplot.mp4 48MB
  146. 03 Python Functions Deepdive/006 Quiz Solution.mp4 48MB
  147. 13 Players Performance Analysis/004 Feature Engineering.mp4 48MB
  148. 06 Statistics and Probability/018 Using QQ Plots to check Normal Distribution.mp4 47MB
  149. 12 Movie Recommender Systems/012 Association between IMDB Rating and Duration.mp4 47MB
  150. 09 Data Visualization/004 Quiz Solution.mp4 47MB
  151. 12 Movie Recommender Systems/015 Recommending Movies based on Languages and Actors.mp4 47MB
  152. 01 Python Fundamentals/008 Quiz Solution.mp4 47MB
  153. 03 Python Functions Deepdive/036 Polymorphism.mp4 46MB
  154. 12 Movie Recommender Systems/011 Gross Comparison of Long and Short Movies.mp4 46MB
  155. 10 Query Analysis/017 Quiz Solution.mp4 46MB
  156. 03 Python Functions Deepdive/020 Solution on Comprehensions.mp4 45MB
  157. 12 Movie Recommender Systems/001 Setting up the Environment.mp4 45MB
  158. 09 Data Visualization/005 Scatter Plots.mp4 45MB
  159. 09 Data Visualization/002 Bivariate Analysis.mp4 45MB
  160. 08 Data Cleaning/014 Introduction to reindex, set_index, reset_index, and sort_index Functions.mp4 45MB
  161. 07 Hypothesis Testing/009 Quiz Solution.mp4 44MB
  162. 02 Python Data Structures/002 Operations on Lists.mp4 44MB
  163. 07 Hypothesis Testing/013 One Sampled ANOVA Test.mp4 44MB
  164. 04 Python for Data Science/005 Quiz Solution.mp4 44MB
  165. 07 Hypothesis Testing/008 Paired Sampled T Test.mp4 44MB
  166. 05 Data Exploration/009 Using Color Gradients for better analysis.mp4 44MB
  167. 01 Python Fundamentals/024 String Methods.mp4 43MB
  168. 03 Python Functions Deepdive/005 Python Modules.mp4 43MB
  169. 01 Python Fundamentals/028 Solution on Strings.mp4 43MB
  170. 05 Data Exploration/001 Why EDA and how it is useful.mp4 42MB
  171. 12 Movie Recommender Systems/010 Loss and Profit Analysis on English and Foreign Movies.mp4 42MB
  172. 08 Data Cleaning/021 Data Cleaning on Melbourne Housing Dataset.mp4 42MB
  173. 07 Hypothesis Testing/012 Quiz Solution.mp4 42MB
  174. 03 Python Functions Deepdive/025 Solution on Aggregate Functions.mp4 42MB
  175. 03 Python Functions Deepdive/027 Solution on Analytical Functions.mp4 42MB
  176. 02 Python Data Structures/019 Implementing Stacks and Queues using Deque.mp4 42MB
  177. 01 Python Fundamentals/018 Solution on Arithmetic and Assignment Operators.mp4 42MB
  178. 08 Data Cleaning/018 Introduction to Melt, Explode, and Squeeze Functions.mp4 41MB
  179. 06 Statistics and Probability/013 Measures of Dependence.mp4 41MB
  180. 02 Python Data Structures/014 Solution on Sets.mp4 41MB
  181. 01 Python Fundamentals/025 User Input.mp4 41MB
  182. 06 Statistics and Probability/017 Concept of Skewness.mp4 41MB
  183. 02 Python Data Structures/006 Solution on Lists.mp4 41MB
  184. 04 Python for Data Science/010 Special Characters for Regular Expressions.mp4 41MB
  185. 01 Python Fundamentals/031 Break and Continue.mp4 41MB
  186. 03 Python Functions Deepdive/037 Quiz Solution.mp4 40MB
  187. 07 Hypothesis Testing/007 Two Sampled T Test.mp4 40MB
  188. 03 Python Functions Deepdive/014 Quiz Solution.mp4 40MB
  189. 03 Python Functions Deepdive/001 Introduction to Functions.mp4 40MB
  190. 04 Python for Data Science/030 Solution on Indexing and Selecting.mp4 40MB
  191. 05 Data Exploration/010 Best Practices for Data Exploration.mp4 40MB
  192. 04 Python for Data Science/017 Built-in Functions in Numpy.mp4 40MB
  193. 03 Python Functions Deepdive/018 Solution on Filter, Map, and Zip Functions.mp4 40MB
  194. 03 Python Functions Deepdive/008 Solution on Functions.mp4 40MB
  195. 09 Data Visualization/032 Network Charts.mp4 40MB
  196. 03 Python Functions Deepdive/033 Introduction to Classes and Objects.mp4 40MB
  197. 02 Python Data Structures/020 Quiz Solution.mp4 39MB
  198. 07 Hypothesis Testing/015 Quiz Solution.mp4 39MB
  199. 04 Python for Data Science/007 Solution on Date and Time.mp4 39MB
  200. 01 Python Fundamentals/020 Solution on Comparison, Logical, and Bitwise Operators.mp4 39MB
  201. 01 Python Fundamentals/015 Identity and Membership Operators.mp4 39MB
  202. 07 Hypothesis Testing/016 Goodness of Fit Test.mp4 39MB
  203. 09 Data Visualization/028 Funnel Charts.mp4 39MB
  204. 04 Python for Data Science/028 Solution on Pandas Plotting.mp4 39MB
  205. 13 Players Performance Analysis/007 Major Learnings from the project.mp4 39MB
  206. 07 Hypothesis Testing/018 Quiz Solution.mp4 39MB
  207. 07 Hypothesis Testing/014 Two Sampled ANOVA Test.mp4 39MB
  208. 09 Data Visualization/021 Introduction to Ipywidgets.mp4 39MB
  209. 04 Python for Data Science/032 Solution on Apply Functions.mp4 39MB
  210. 10 Query Analysis/008 Performing Cross Tabulation.mp4 39MB
  211. 09 Data Visualization/033 Quiz Solution.mp4 38MB
  212. 12 Movie Recommender Systems/009 Analyzing Which Genre is Most Bankable_.mp4 38MB
  213. 10 Query Analysis/012 When to perform Filtering Operations.mp4 38MB
  214. 09 Data Visualization/009 Statistical Charts.mp4 38MB
  215. 02 Python Data Structures/012 Quiz Solution.mp4 38MB
  216. 08 Data Cleaning/019 Data Cleaning on Big Mart Dataset.mp4 38MB
  217. 03 Python Functions Deepdive/023 Quiz Solution.mp4 38MB
  218. 03 Python Functions Deepdive/030 Quiz Solution.mp4 38MB
  219. 05 Data Exploration/006 Summarizing data.mp4 38MB
  220. 09 Data Visualization/008 Facet Grids.mp4 38MB
  221. 08 Data Cleaning/016 Introduction to Split and Strip Function.mp4 38MB
  222. 04 Python for Data Science/009 Built-in Functions for Regular Expressions.mp4 38MB
  223. 04 Python for Data Science/001 Introduction to datetime.mp4 38MB
  224. 02 Python Data Structures/008 Operations on Dictionaries.mp4 38MB
  225. 04 Python for Data Science/020 Solution on Built-in Functions in Numpy.mp4 37MB
  226. 08 Data Cleaning/020 Data Cleaning on Movie Dataset.mp4 37MB
  227. 04 Python for Data Science/025 Lambda, Map, and Apply Functions.mp4 37MB
  228. 02 Python Data Structures/004 Quiz Solution.mp4 37MB
  229. 03 Python Functions Deepdive/032 Solution on Recursions.mp4 37MB
  230. 03 Python Functions Deepdive/039 Solution on Classes and Objects.mp4 37MB
  231. 02 Python Data Structures/018 Implementing Stacks and Queues using Lists.mp4 37MB
  232. 04 Python for Data Science/016 Mathematical Operations using Numpy.mp4 36MB
  233. 06 Statistics and Probability/015 Continuous vs Discrete Distributions.mp4 36MB
  234. 03 Python Functions Deepdive/004 Keyword Arguments.mp4 36MB
  235. 04 Python for Data Science/022 Plotting Data in Pandas.mp4 36MB
  236. 10 Query Analysis/010 Interactive Grouping Operations.mp4 36MB
  237. 10 Query Analysis/014 Advanced Filtering Operations.mp4 36MB
  238. 06 Statistics and Probability/001 Why you should learn Statistics and Probability.mp4 35MB
  239. 03 Python Functions Deepdive/016 Solution on Lambda Functions.mp4 35MB
  240. 09 Data Visualization/011 Subplots.mp4 35MB
  241. 01 Python Fundamentals/010 Solution on Variables and Data Types.mp4 35MB
  242. 03 Python Functions Deepdive/022 Introduction to Analytical Functions.mp4 35MB
  243. 09 Data Visualization/020 Quiz Solution.mp4 35MB
  244. 01 Python Fundamentals/022 Solution on Identity and Membership Operators.mp4 35MB
  245. 13 Players Performance Analysis/002 Setting up the Environment.mp4 34MB
  246. 01 Python Fundamentals/016 Quiz Solution.mp4 34MB
  247. 07 Hypothesis Testing/003 Types of Error.mp4 34MB
  248. 09 Data Visualization/023 Interactive Bivariate Analysis.mp4 34MB
  249. 01 Python Fundamentals/012 Solution on Scope of Variables.mp4 34MB
  250. 04 Python for Data Science/014 Solution on Regular Expressions.mp4 34MB
  251. 04 Python for Data Science/002 The date and time class.mp4 34MB
  252. 12 Movie Recommender Systems/014 Top Movies based on Gross, and IMDB.mp4 33MB
  253. 12 Movie Recommender Systems/017 Key Takeaways from this Project.mp4 33MB
  254. 09 Data Visualization/026 Sunburst Charts.mp4 33MB
  255. 08 Data Cleaning/015 Introduction to Replace and Drop level Function.mp4 33MB
  256. 04 Python for Data Science/012 Quiz Solution.mp4 33MB
  257. 12 Movie Recommender Systems/008 Top 10 Most Popular Movies on Social Media.mp4 33MB
  258. 11 Startups Case Study and Analysis/005 Querying the data using Visualizations Part - 2.mp4 33MB
  259. 11 Startups Case Study and Analysis/004 Querying the data using Visualizations Part - 1.mp4 33MB
  260. 03 Python Functions Deepdive/034 Inheritance.mp4 32MB
  261. 03 Python Functions Deepdive/003 Positional Arguments.mp4 32MB
  262. 07 Hypothesis Testing/017 Test of Independence.mp4 32MB
  263. 09 Data Visualization/006 Charts with Colorscale.mp4 32MB
  264. 11 Startups Case Study and Analysis/006 Major learning from the Project.mp4 31MB
  265. 03 Python Functions Deepdive/021 Introduction to Aggregate Functions.mp4 31MB
  266. 09 Data Visualization/014 Maps.mp4 31MB
  267. 12 Movie Recommender Systems/003 Understanding the Problem Statement.mp4 31MB
  268. 10 Query Analysis/006 Using Pivot Tables for Grouping Operations.mp4 31MB
  269. 09 Data Visualization/019 Animation with Choropleth Maps.mp4 31MB
  270. 09 Data Visualization/022 Interactive Univariate Analysis.mp4 30MB
  271. 06 Statistics and Probability/002 Walking through the course Content.mp4 29MB
  272. 09 Data Visualization/010 Polar Charts.mp4 29MB
  273. 09 Data Visualization/013 Waffle Charts.mp4 29MB
  274. 09 Data Visualization/024 Interactive Multivariate Analysis.mp4 29MB
  275. 10 Query Analysis/005 Visualizing the Groupby Operations.mp4 29MB
  276. 02 Python Data Structures/003 Operations on Tuples.mp4 27MB
  277. 10 Query Analysis/002 Using Groupby for Grouping Operations.mp4 27MB
  278. 09 Data Visualization/017 Animation with Facets.mp4 27MB
  279. 10 Query Analysis/003 Groupby with Idxmax and Idxmin functions.mp4 26MB
  280. 08 Data Cleaning/017 Introduction to Stack, and Unstack Functions.mp4 25MB
  281. 09 Data Visualization/029 Gantt Charts.mp4 25MB
  282. 09 Data Visualization/012 3D Charts.mp4 25MB
  283. 10 Query Analysis/007 Difference between Groupby and Pivot tables.mp4 24MB
  284. 10 Query Analysis/004 Using Color scales for better visualization.mp4 23MB
  285. 09 Data Visualization/027 Parallel Co-ordinate Charts.mp4 23MB
  286. 10 Query Analysis/009 Visualizing Cross tabulated Data.mp4 23MB
  287. 09 Data Visualization/018 Animation with Scatter Maps.mp4 23MB
  288. 04 Python for Data Science/003 The datetime class.mp4 23MB
  289. 10 Query Analysis/013 Introduction to Simple Filtering Operations.mp4 22MB
  290. 10 Query Analysis/015 Filtering and Grouping Operations.mp4 22MB
  291. 09 Data Visualization/031 Tree Maps.mp4 21MB
  292. 11 Startups Case Study and Analysis/002 Setting up the Environment.mp4 21MB
  293. 10 Query Analysis/016 Interactive Filtering Operations.mp4 21MB
  294. 09 Data Visualization/030 Ternary Charts.mp4 20MB
  295. 04 Python for Data Science/004 The timedelta class.mp4 19MB
  296. 13 Players Performance Analysis/Player Performance Reviewer - Full Material/data-1.csv 9MB
  297. 09 Data Visualization/221 03.+Line,+Area+and,+Bar+Charts.ipynb 4MB
  298. 09 Data Visualization/2. Animation with Facets.ipynb 4MB
  299. 09 Data Visualization/1. Animation with Bubbleplot.ipynb 4MB
  300. 09 Data Visualization/223 05.+Statistical+Charts.ipynb 4MB
  301. 09 Data Visualization/3. Animation with Scatter Maps.ipynb 4MB
  302. 09 Data Visualization/228 10.+Maps.ipynb 4MB
  303. 09 Data Visualization/4. Animation with Choropleth Maps.ipynb 3MB
  304. 09 Data Visualization/219 01.+Scatter+plots.ipynb 3MB
  305. 09 Data Visualization/222 04.+Facet+Grids.ipynb 3MB
  306. 09 Data Visualization/224 06.+Polar+Charts.ipynb 3MB
  307. 09 Data Visualization/220 02.+Charts+with+Colormaps.ipynb 3MB
  308. 09 Data Visualization/1. Sunburst Charts.ipynb 3MB
  309. 09 Data Visualization/6. Treemaps.ipynb 3MB
  310. 09 Data Visualization/5. Ternary Charts.ipynb 3MB
  311. 09 Data Visualization/225 07.+Subplots.ipynb 3MB
  312. 09 Data Visualization/4. Gantt Charts.ipynb 3MB
  313. 09 Data Visualization/3. Funnel Charts.ipynb 3MB
  314. 09 Data Visualization/2. Parallel Co-ordinate Charts.ipynb 3MB
  315. 07 Hypothesis Testing/Hypothesis Testing/Hypothesis Testing.pptx 2MB
  316. 05 Data Exploration/1. Introduction/Data Profiling.ipynb 2MB
  317. 01 Python Fundamentals/002 Why+should+we+learn+Python.pptx 2MB
  318. 02 Python Data Structures/051 Introduction+to+Stacks+and+Queues.pptx 1MB
  319. 12 Movie Recommender Systems/movie_metadata.csv 1MB
  320. 02 Python Data Structures/057 Time+Complexity.pptx 1MB
  321. 05 Data Exploration/1. Introduction/Data Exploration.pptx 1MB
  322. 04 Python for Data Science/130 Merging.pptx 1010KB
  323. 11 Startups Case Study and Analysis/EDA on Finance Data/Analyzing the Growth of Indian Startups.ipynb 985KB
  324. 09 Data Visualization/7. Network Charts.ipynb 855KB
  325. 01 Python Fundamentals/007 Scope+of+Variables.pptx 840KB
  326. 01 Python Fundamentals/006 Built+in+Data+Types+and+Type+Casting.pptx 811KB
  327. 07 Hypothesis Testing/Hypothesis Testing/06. Inferential Statistics.ipynb 766KB
  328. 07 Hypothesis Testing/Hypothesis Testing/.ipynb_checkpoints/06. Inferential Statistics-checkpoint.ipynb 766KB
  329. 03 Python Functions Deepdive/095 Solving+the+Factorial+Problem+using+Recursion.pptx 730KB
  330. 03 Python Functions Deepdive/102 Encapsulation.pptx 726KB
  331. 03 Python Functions Deepdive/096 Solving+the+Fibonacci+Problem+using+Recursion.pptx 720KB
  332. 01 Python Fundamentals/005 Naming+Convention+for+variables.pptx 600KB
  333. 02 Python Data Structures/061 Insertion+and+Selection+Sort.pptx 597KB
  334. 02 Python Data Structures/060 Bubble+Sort.pptx 586KB
  335. 02 Python Data Structures/059 Binary+Search.pptx 585KB
  336. 02 Python Data Structures/058 Linear+Search.pptx 583KB
  337. 02 Python Data Structures/062 Merge+Sort.pptx 582KB
  338. 03 Python Functions Deepdive/068 Introduction+to+Functions.pptx 578KB
  339. 03 Python Functions Deepdive/079 Filter,+Map,+and+Zip+Functions.pptx 577KB
  340. 03 Python Functions Deepdive/078 Lambda+Functions.pptx 574KB
  341. 03 Python Functions Deepdive/069 Default+Parameters+in+Functions.pptx 571KB
  342. 03 Python Functions Deepdive/080 List,+set,+and+Dictionary+Comprehensions.pptx 570KB
  343. 12 Movie Recommender Systems/Final Solution.ipynb 516KB
  344. 07 Hypothesis Testing/Hypothesis Testing/train.csv 450KB
  345. 11 Startups Case Study and Analysis/EDA on Finance Data/startup_funding.csv 416KB
  346. 07 Hypothesis Testing/Hypothesis Testing/08. Hypothesis Testing.ipynb 305KB
  347. 07 Hypothesis Testing/Hypothesis Testing/.ipynb_checkpoints/08. Hypothesis Testing-checkpoint.ipynb 305KB
  348. 12 Movie Recommender Systems/Movie Recommendation and Analysis.pptx 283KB
  349. 04 Python for Data Science/131 employee.csv 223KB
  350. 10 Query Analysis/Filtering Operations/employee.csv 223KB
  351. 10 Query Analysis/Grouping Operations/employee.csv 223KB
  352. 05 Data Exploration/2. Examining/Exploring Dabl library.ipynb 204KB
  353. 07 Hypothesis Testing/Hypothesis Testing/Z-test.ipynb 171KB
  354. 07 Hypothesis Testing/Hypothesis Testing/2. Z Test.ipynb 171KB
  355. 09 Data Visualization/226 08.+3D+Charts.ipynb 127KB
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