Beginner
Data Science
Data Visualization with Python
Unlock your potential with this carefully crafted course on Data Visualization with Python. 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 34min
- Lesson 2: Jupyter notebooks and workflows Preview 44min
- Lesson 3: NumPy arrays and vectorization 28min
Week 2: Week 2: Data Wrangling
- Lesson 1: Data science project workflow 18min
- Lesson 2: Visualize insights with charts 24min
- Lesson 3: Feature engineering basics 25min
Week 3: Week 3: Visualization & Analysis
- Lesson 1: Data science project workflow 28min
- Lesson 2: Visualize insights with charts 25min
- Lesson 3: Feature engineering basics 37min
Week 4: Week 4: Final Analytics Project
- Lesson 1: Data science project workflow 26min
- Lesson 2: Visualize insights with charts 28min
- Lesson 3: Feature engineering basics 44min