• Free lesson 1

  Welcome to ODCoders

Step-by-step syllabus

1. 1

   Python and notebook-based workflow

   2 Weeks
2. 2

   Statistics for data-driven decisions

   2 Weeks
3. 3

   Data wrangling with Pandas and NumPy

   3 Weeks
4. 4

   Visualization using Matplotlib and Seaborn

   2 Weeks
5. 5

   SQL for analytics and reporting

   2 Weeks
6. 6

   Exploratory data analysis techniques

   2 Weeks
7. 7

   Hypothesis testing and A/B testing basics

   2 Weeks
8. 8

   Predictive modeling with scikit-learn

   3 Weeks
9. 9

   Dashboarding and storytelling with data

   2 Weeks
10. 10

    Business case studies and final project

    2 Weeks