Data Science with Python (Month)

Lessons

1. The Data Science Life Cycle

1. 1.1 What is Data Science?

   • Lesson Plan
2. Description
3. Objective

4. 1.2 Gathering Data

   • Lesson Plan
5. Description
6. Objective

7. 1.3 Exploring Data Using Python

   • Lesson Plan
8. Description
9. Objective

10. 1.4 Modules, Packages & Libraries

    • Lesson Plan
11. Description
12. Objective

13. 1.5 Series and Central Tendency

    • Lesson Plan
14. Description
15. Objective

16. 1.6 Measures of Spread

    • Lesson Plan
17. Description
18. Objective

19. 1.7 Pandas DataFrames

    • Lesson Plan
20. Description
21. Objective

22. 1.8 Selecting Columns

    • Lesson Plan
23. Description
24. Objective

25. 1.9 Using Functions

    • Lesson Plan
26. Description
27. Objective

28. 1.10 Mini-Project: Findings

    • Lesson Plan
29. Description
30. Objective

31. 1.11 The Data Science Life Cycle Quiz

    • Lesson Plan
32. Description
33. Objective

2. Data Science for Change

1. 2.1 Data Science for Change

   • Lesson Plan
2. Description
3. Objective

4. 2.2 Big Data and Bias

   • Lesson Plan
5. Description
6. Objective

7. 2.3 Importing and Filtering Data

   • Lesson Plan
8. Description
9. Objective

10. 2.4 Conditional Filtering

    • Lesson Plan
11. Description
12. Objective

13. 2.5 Data Cleaning

    • Lesson Plan
14. Description
15. Objective

16. 2.6 Exploring with Visualizations

    • Lesson Plan
17. Description
18. Objective

19. 2.7 Interpret and Present

    • Lesson Plan
20. Description
21. Objective

22. 2.8 Data Science for Change Quiz

    • Lesson Plan
23. Description
24. Objective

3. What's Next?

1. 3.1 What's Next?

   • Lesson Plan
2. Description
3. Objective