Data Analysis Masterclass Real World Pandas Coding DevCourseWeb

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Files
  1. Get Bonus Downloads Here.url182 bytes
  2. ~Get Your Files Here !/1 - Introduction/1 - Introduction.mp471.8 MB
  3. ~Get Your Files Here !/1 - Introduction/2 - Prerequisites.mp410.5 MB
  4. ~Get Your Files Here !/1 - Introduction/3 - Colab Setup.mp484.2 MB
  5. ~Get Your Files Here !/1 - Introduction/3 - Google Colab.txt21 bytes
  6. ~Get Your Files Here !/1 - Introduction/4 - Why Python Pandas.html5.7 KB
  7. ~Get Your Files Here !/2 - Pandas 101/1 - DataFrames and Series.html58 bytes
  8. ~Get Your Files Here !/2 - Pandas 101/10 - Conditional filtering.mp415.8 MB
  9. ~Get Your Files Here !/2 - Pandas 101/11 - Useful inbuilt functions.mp47.1 MB
  10. ~Get Your Files Here !/2 - Pandas 101/12 - Grouping.mp415.0 MB
  11. ~Get Your Files Here !/2 - Pandas 101/13 - Concatenating and merging.mp4130.5 MB
  12. ~Get Your Files Here !/2 - Pandas 101/14 - Basic plotting.mp442.2 MB
  13. ~Get Your Files Here !/2 - Pandas 101/5 - Before you start.html765 bytes
  14. ~Get Your Files Here !/2 - Pandas 101/6 - Colab Notebook with all code for this lecture.txt85 bytes
  15. ~Get Your Files Here !/2 - Pandas 101/6 - Creating a DataFrame.mp479.2 MB
  16. ~Get Your Files Here !/2 - Pandas 101/7 - Selecting Columns.mp412.7 MB
  17. ~Get Your Files Here !/2 - Pandas 101/8 - Indexing.mp427.6 MB
  18. ~Get Your Files Here !/2 - Pandas 101/9 - Applying Functions.mp453.6 MB
  19. ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/15 - Colab Notebook with all code for this lecture.txt85 bytes
  20. ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/15 - Introduction of the dataset.mp46.4 MB
  21. ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/16 - Fixing issues and cleaning the dataset.mp4139.0 MB
  22. ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/17 - Dealing with missing values Homeplanet.mp4110.6 MB
  23. ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/18 - Dealing with missing values CryoSleep.mp498.5 MB
  24. ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/19 - Dealing with missing values Cabins.mp468.8 MB
  25. ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/20 - Inspecting remaining columns.mp469.6 MB
  26. ~Get Your Files Here !/3 - Data cleaning Dealing with missing values/21 - Imputing missing values using KNearest Neighbour Algorithm.mp479.0 MB
  27. ~Get Your Files Here !/4 - Feature Engineering/22 - Colab Notebook with all code for this lecture.txt85 bytes
  28. ~Get Your Files Here !/4 - Feature Engineering/22 - Creating a new feature 1 Family Count.mp463.8 MB
  29. ~Get Your Files Here !/4 - Feature Engineering/23 - Creating a new feature 2 Age Group.mp439.4 MB
  30. ~Get Your Files Here !/4 - Feature Engineering/24 - Creating a new feature 3 Spend Group.mp413.5 MB
  31. ~Get Your Files Here !/4 - Feature Engineering/25 - Creating a new feature 4 Personality.mp428.8 MB
  32. ~Get Your Files Here !/5 - Visualisations Exploratory Data Analysis continued/26 - Colab Notebook with all code for this lecture.txt85 bytes
  33. ~Get Your Files Here !/5 - Visualisations Exploratory Data Analysis continued/26 - Countplots.mp461.2 MB
  34. ~Get Your Files Here !/5 - Visualisations Exploratory Data Analysis continued/27 - Histograms and Scatterplots.mp491.6 MB
  35. ~Get Your Files Here !/5 - Visualisations Exploratory Data Analysis continued/28 - Why you shouldnt just rely on summary statistics.mp49.8 MB
  36. ~Get Your Files Here !/6 - Little Overview of Correlation Analysis/29 - Colab Notebook with all code for this lecture.txt85 bytes
  37. ~Get Your Files Here !/6 - Little Overview of Correlation Analysis/29 - Pearsons Correlation Coefficient.mp422.0 MB
  38. ~Get Your Files Here !/6 - Little Overview of Correlation Analysis/30 - Student ttest.mp426.1 MB
  39. ~Get Your Files Here !/6 - Little Overview of Correlation Analysis/31 - ChiSquare test.mp438.0 MB
  40. ~Get Your Files Here !/6 - Little Overview of Correlation Analysis/31 - vid2-chi2.mp467.6 MB
  41. ~Get Your Files Here !/7 - Outro/32 - Expanding Your Data Analysis Skills What We Havent Covered Yet.html8.6 KB
  42. ~Get Your Files Here !/7 - Outro/33 - Essential Statistical Concepts Every Data Analyst should know.html12.0 KB
  43. ~Get Your Files Here !/Bonus Resources.txt386 bytes

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