Intermediate
Data Science
Big Data Processing
Unlock your potential with this carefully crafted course on Big Data Processing. We've distilled years of industry experience into actionable lessons that you can apply immediately.
This course covers both theoretical foundations and practical applications. Each module builds on the previous one, ensuring a smooth learning journey.
Perfect for self-learners and professionals seeking to expand their skillset in the growing African tech ecosystem.
Course Syllabus
Week 1: Week 1: Data Science Foundations
- Lesson 1: Set up Python for data work Preview 36min
- Lesson 2: Jupyter notebooks and workflows Preview 18min
- Lesson 3: NumPy arrays and vectorization 27min
Week 2: Week 2: Data Wrangling
- Lesson 1: Data science project workflow 43min
- Lesson 2: Visualize insights with charts 20min
- Lesson 3: Feature engineering basics 31min
Week 3: Week 3: Visualization & Analysis
- Lesson 1: Data science project workflow 21min
- Lesson 2: Visualize insights with charts 41min
- Lesson 3: Feature engineering basics 15min
Week 4: Week 4: Final Analytics Project
- Lesson 1: Data science project workflow 41min
- Lesson 2: Visualize insights with charts 32min
- Lesson 3: Feature engineering basics 45min