Data Science

Launchpad Program


A beginner's step by step launchpad program into the world of Data Science

Course curriculum

  1. 1

    • Welcome to Future Academy Africa
  2. 2

    • Introduction to data science
  3. 3

    • Setting up a data science environment locally
  4. 4

    • Introduction to python programming
  5. 5

    • Introduction to python programming
  6. 6

    • Introduction to python programming
  7. 7

    • Introduction to python programming
  8. 8

    • Introduction to python programming
  9. 9

    • Introduction to python programming
  10. 10

    • Introduction to python programming
  11. 11

    • Numpy
  12. 12

    • Python programming numpy (1)
  13. 13

    • Python programming Numpy
  14. 14

    • After Class Quiz
  15. 15

    • Introduction to pandas
  16. 16

    • After Class Quiz
  17. 17

    • Pandas series
  18. 18

    • Python programming pandas series
  19. 19

    • Pandas Dataframe
  20. 20

    • Python programming Pandas Dataframe
  21. 21

    • Reading dataset with pandas
  22. 22

    • Dealing with missing values in datasets
  23. 23

    • Introduction to Object Oriented Programming (OOP)
  24. 24

    • Python Object Oriented Programming
  25. 25

    • Inheritance in OOP
  26. 26

    • After Class Quiz
  27. 27

    • Data analysis
  28. 28

    • Data analysis plots or charts
  29. 29

    • Machine Learning
  30. 30

    • After Class Quiz
  31. 31

    • Machine learning with python
  32. 32

    • After Class Quiz
  33. 33

    • The Future Roundtable talk