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Advanced Data Analysis & Wrangling with Python Pandas (2023-10)

chesskom
Oct 6th, 2023 (edited)
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  1. Advanced Data Analysis & Wrangling with Python Pandas
  2. 21 sections • 121 lectures • 15h 29m total length
  3. 2023-10 | e-Learning | English | MP4, ZIP | 14.63 GB
  4.  
  5. Learn Advanced Data Wrangling, Analytics & Manipulation with Pandas.
  6.  
  7.  
  8. DOWNLOAD:
  9. -------------------------
  10. https://rapidu.vip/29Dm/adv-dat-ana-n-wra-py-pan-2023-10.part01.rar
  11. https://rapidu.vip/29Dn/adv-dat-ana-n-wra-py-pan-2023-10.part02.rar
  12. https://rapidu.vip/29Do/adv-dat-ana-n-wra-py-pan-2023-10.part03.rar
  13. https://rapidu.vip/29Dp/adv-dat-ana-n-wra-py-pan-2023-10.part04.rar
  14. https://rapidu.vip/29Dw/adv-dat-ana-n-wra-py-pan-2023-10.part05.rar
  15. https://rapidu.vip/29Dy/adv-dat-ana-n-wra-py-pan-2023-10.part06.rar
  16. https://rapidu.vip/29Dz/adv-dat-ana-n-wra-py-pan-2023-10.part07.rar
  17. https://rapidu.vip/2zEu/adv-dat-ana-n-wra-py-pan-2023-10.part08.rar
  18. https://rapidu.vip/2zEv/adv-dat-ana-n-wra-py-pan-2023-10.part09.rar
  19. https://rapidu.vip/2zEw/adv-dat-ana-n-wra-py-pan-2023-10.part10.rar
  20. https://rapidu.vip/2zEx/adv-dat-ana-n-wra-py-pan-2023-10.part11.rar
  21. https://rapidu.vip/2zEy/adv-dat-ana-n-wra-py-pan-2023-10.part12.rar
  22. https://rapidu.vip/2zEz/adv-dat-ana-n-wra-py-pan-2023-10.part13.rar
  23. https://rapidu.vip/2zEA/adv-dat-ana-n-wra-py-pan-2023-10.part14.rar
  24. https://rapidu.vip/2zEB/adv-dat-ana-n-wra-py-pan-2023-10.part15.rar
  25. -------------------------
  26. https://wplik.com/e8gh720v785t/adv-dat-ana-n-wra-py-pan-2023-10.part01.rar
  27. https://wplik.com/f8c2gxd8huz3/adv-dat-ana-n-wra-py-pan-2023-10.part02.rar
  28. https://wplik.com/bjcouq30wo3c/adv-dat-ana-n-wra-py-pan-2023-10.part03.rar
  29. https://wplik.com/6f3o4fkv5rgj/adv-dat-ana-n-wra-py-pan-2023-10.part04.rar
  30. https://wplik.com/kouqobxfgv91/adv-dat-ana-n-wra-py-pan-2023-10.part05.rar
  31. https://wplik.com/zlefmjdk7tjp/adv-dat-ana-n-wra-py-pan-2023-10.part06.rar
  32. https://wplik.com/wwn2cw9b9j1d/adv-dat-ana-n-wra-py-pan-2023-10.part07.rar
  33. https://wplik.com/u2vmj8rqt0qy/adv-dat-ana-n-wra-py-pan-2023-10.part08.rar
  34. https://wplik.com/u6z23lvojgsr/adv-dat-ana-n-wra-py-pan-2023-10.part09.rar
  35. https://wplik.com/0qntj8eflqn2/adv-dat-ana-n-wra-py-pan-2023-10.part10.rar
  36. https://wplik.com/j1xhgovqodms/adv-dat-ana-n-wra-py-pan-2023-10.part11.rar
  37. https://wplik.com/to4ouh8xplxh/adv-dat-ana-n-wra-py-pan-2023-10.part12.rar
  38. https://wplik.com/ucwzmgqdre6b/adv-dat-ana-n-wra-py-pan-2023-10.part13.rar
  39. https://wplik.com/al3ys4crvjjv/adv-dat-ana-n-wra-py-pan-2023-10.part14.rar
  40. https://wplik.com/yz3kaizrf15n/adv-dat-ana-n-wra-py-pan-2023-10.part15.rar
  41. -------------------------
  42. https://wrzucaj.pl/399843493b832b80/adv-dat-ana-n-wra-py-pan-2023-10.part01.rar
  43. https://wrzucaj.pl/8c673aebde920050/adv-dat-ana-n-wra-py-pan-2023-10.part02.rar
  44. https://wrzucaj.pl/3463274fa61f83d7/adv-dat-ana-n-wra-py-pan-2023-10.part03.rar
  45. https://wrzucaj.pl/51e3a7914b126c17/adv-dat-ana-n-wra-py-pan-2023-10.part04.rar
  46. https://wrzucaj.pl/485e92bbf809f673/adv-dat-ana-n-wra-py-pan-2023-10.part05.rar
  47. https://wrzucaj.pl/730c484527b8f7e0/adv-dat-ana-n-wra-py-pan-2023-10.part06.rar
  48. https://wrzucaj.pl/75d28c53e5d1e15f/adv-dat-ana-n-wra-py-pan-2023-10.part07.rar
  49. https://wrzucaj.pl/4007a0bc299e69d9/adv-dat-ana-n-wra-py-pan-2023-10.part08.rar
  50. https://wrzucaj.pl/6ad8e5589f05f5b0/adv-dat-ana-n-wra-py-pan-2023-10.part09.rar
  51. https://wrzucaj.pl/fe481ee6fe8e0841/adv-dat-ana-n-wra-py-pan-2023-10.part10.rar
  52. https://wrzucaj.pl/0fe0be38d711e1a7/adv-dat-ana-n-wra-py-pan-2023-10.part11.rar
  53. https://wrzucaj.pl/406ed4ff9de68a17/adv-dat-ana-n-wra-py-pan-2023-10.part12.rar
  54. https://wrzucaj.pl/372a213c9c5948dd/adv-dat-ana-n-wra-py-pan-2023-10.part13.rar
  55. https://wrzucaj.pl/e04396899aed5263/adv-dat-ana-n-wra-py-pan-2023-10.part14.rar
  56. https://wrzucaj.pl/66959d234fdfc189/adv-dat-ana-n-wra-py-pan-2023-10.part15.rar
  57. -------------------------
  58. https://rg.to/file/e5b1a9e520cbb3e639fe23331edf7ed8/adv-dat-ana-n-wra-py-pan-2023-10.part01.rar
  59. https://rg.to/file/11948c43eaec9417f95899aeb0055664/adv-dat-ana-n-wra-py-pan-2023-10.part02.rar
  60. https://rg.to/file/b19e6d91296f70ab7b778f79243165f7/adv-dat-ana-n-wra-py-pan-2023-10.part03.rar
  61. https://rg.to/file/071c423ffdc8ca9962b9ce24afda0135/adv-dat-ana-n-wra-py-pan-2023-10.part04.rar
  62. https://rg.to/file/eeb7a34c1f00b866d714c2884dc2d292/adv-dat-ana-n-wra-py-pan-2023-10.part05.rar
  63. https://rg.to/file/912a4d1a6bbd380650321c8111260f41/adv-dat-ana-n-wra-py-pan-2023-10.part06.rar
  64. https://rg.to/file/5424e40b3a720ec789bb16108ddd7678/adv-dat-ana-n-wra-py-pan-2023-10.part07.rar
  65. https://rg.to/file/b2f4a65a90fa702ed68f4688eeb59716/adv-dat-ana-n-wra-py-pan-2023-10.part08.rar
  66. https://rg.to/file/6b5da348171499c721bfc636bd407b80/adv-dat-ana-n-wra-py-pan-2023-10.part09.rar
  67. https://rg.to/file/a6210feb196e64dfa2db3435a7fafb9d/adv-dat-ana-n-wra-py-pan-2023-10.part10.rar
  68. https://rg.to/file/8caa7ababadb3f13ecb4319c19e51501/adv-dat-ana-n-wra-py-pan-2023-10.part11.rar
  69. https://rg.to/file/838f7cdc7ae2f32a58df499a89980b8f/adv-dat-ana-n-wra-py-pan-2023-10.part12.rar
  70. https://rg.to/file/21ae8c022af420fa062ec077373a358c/adv-dat-ana-n-wra-py-pan-2023-10.part13.rar
  71. https://rg.to/file/9e4afae66dfce419ee4f34cc2c3e4221/adv-dat-ana-n-wra-py-pan-2023-10.part14.rar
  72. https://rg.to/file/fecaac06767825282e2ccb598d840192/adv-dat-ana-n-wra-py-pan-2023-10.part15.rar
  73. -------------------------
  74. https://icerbox.com/gAVW7zkO/adv-dat-ana-n-wra-py-pan-2023-10.part01.rar
  75. https://icerbox.com/na50bK4n/adv-dat-ana-n-wra-py-pan-2023-10.part02.rar
  76. https://icerbox.com/g1RMmpNO/adv-dat-ana-n-wra-py-pan-2023-10.part03.rar
  77. https://icerbox.com/ljjWKX4l/adv-dat-ana-n-wra-py-pan-2023-10.part04.rar
  78. https://icerbox.com/lGY6GzJO/adv-dat-ana-n-wra-py-pan-2023-10.part05.rar
  79. https://icerbox.com/gJ1xPEkl/adv-dat-ana-n-wra-py-pan-2023-10.part06.rar
  80. https://icerbox.com/gYNRdyZO/adv-dat-ana-n-wra-py-pan-2023-10.part07.rar
  81. https://icerbox.com/g6YZ6z1l/adv-dat-ana-n-wra-py-pan-2023-10.part08.rar
  82. https://icerbox.com/ONR35V8O/adv-dat-ana-n-wra-py-pan-2023-10.part09.rar
  83. https://icerbox.com/g7k1NjVg/adv-dat-ana-n-wra-py-pan-2023-10.part10.rar
  84. https://icerbox.com/gbWGBVjO/adv-dat-ana-n-wra-py-pan-2023-10.part11.rar
  85. https://icerbox.com/lz0D29qO/adv-dat-ana-n-wra-py-pan-2023-10.part12.rar
  86. https://icerbox.com/nRq7YVAO/adv-dat-ana-n-wra-py-pan-2023-10.part13.rar
  87. https://icerbox.com/n48Qqj9n/adv-dat-ana-n-wra-py-pan-2023-10.part14.rar
  88. https://icerbox.com/gZmMvXGl/adv-dat-ana-n-wra-py-pan-2023-10.part15.rar
  89. -------------------------
  90.  
  91.  
  92.  
  93. What you'll learn
  94. - Learn Python pandas package for advanced data analysis and wrangling
  95. - Data Frames & Series
  96. - Input and Output into Pandas
  97. - Data selection and filtering
  98. - Sort, count, unique, duplicated values
  99. - Handling missing values
  100. - Data Aggregation
  101. - Data Transformation
  102. - Apply, map
  103. - Complex Groupby (Split-Apply-Combine)
  104. - Vectorized string manipulation
  105. - Vectorized date/time manipulation
  106. - reshape and pivot
  107. - Joins/Merge
  108. - Rolling Windows Operations
  109. - Data Visualization
  110. - Stock Market Case Study
  111.  
  112. Requirements
  113. - Some basic Python coding skill required.
  114. - I will teach you everything about pandas.
  115.  
  116. Description
  117.  
  118. This course of the Fantastic Python Series is an advanced course on data manipulation and wrangling with the pandas package in Python. Pandas is one of the most important packages in the Python eco-system and it is where most data scientists spend 80% of their time on. It is essential to have a deep and complete understanding of how pandas work to conduct analysis more effectively and efficiently.
  119.  
  120. This course offers a complete guide on all areas of Pandas functionalities, from the foundamentals, all the way to highly advanced and complex skills such as rolling windows and time series resampling. It will teach data scientists from all fields, including IT, business, finance, etc, how data manipulation and wrangling is done effectively in pandas and how to avoid potential pitfalls ("Gotchas").
  121.  
  122. The advanced parts of this course is particularly helpful for those analysts/scientists who work with time series data (and panel data) as the pandas offers an extensive array of features for time series calculations. So finance professionals and physists will find it especially relevant to their field of work.
  123.  
  124. This course is proceeds from the foundations of data series and data frame, and then proceeds to intermediate level data manipulations, and eventually dive deep into advanced data wrangling topics such as complex groupby operations, sophisticated joins/merges and reshaping from wide format to long and vice versa.
  125.  
  126. Finally, a stock market case study is offered as a capstone for this entire course. This case study will draw together most, if not all, areas of knowledge of pandas and analyze real-world financial data.
  127.  
  128. Who this course is for:
  129. - Data Analysts & Data Scientists.
  130. - Anyone who is interested in series data manipulation and wrangling in Python.
  131. - Researchers in all fields.
  132. - Business analysts and marketing researchers.
  133.  
  134.  
  135.  
  136.  
  137. MORE COURSES:
  138. -----------------------------------------
  139. https://rg.to/folder/6531533/WEBSITE.html
  140. ---------------------------------------------
  141. https://rg.to/folder/6432280/PROGRAMMING.html
  142. ------------------------------------------------
  143. https://rg.to/folder/5704524/ENGLISH_COURSE.html
  144. ------------------------------------------------
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