Beginner
Data Science
Python for Data Analysis
Master Python for Data Analysis with this in-depth training program designed for the African tech community. Whether you're just starting out or looking to level up your skills, this course provides everything you need.
You'll work on practical exercises that mirror real-world challenges faced by developers and tech professionals. Our step-by-step approach ensures you understand not just the 'how' but also the 'why'.
Join thousands of students who have transformed their careers through our courses.
Course Syllabus
Week 1: Introduction & Setup
- Lesson 1: Set up Python for data work Preview 12min
- Lesson 2: Jupyter notebooks and workflows Preview 24min
- Lesson 3: NumPy arrays and vectorization 11min
- Lesson 4: Load datasets with Pandas 23min
Week 2: Core Concepts
- Lesson 1: Data science project workflow 16min
- Lesson 2: Visualize insights with charts 17min
- Lesson 3: Feature engineering basics 14min
- Lesson 4: Train a simple predictive model 20min
- Lesson 5: Evaluate model quality 24min
Week 3: Hands-On Practice
- Lesson 1: Data science project workflow 12min
- Lesson 2: Visualize insights with charts 20min
- Lesson 3: Feature engineering basics 17min
- Lesson 4: Train a simple predictive model 13min
- Lesson 5: Evaluate model quality 15min
Week 4: Intermediate Techniques
- Lesson 1: Data science project workflow 25min
- Lesson 2: Visualize insights with charts 19min
- Lesson 3: Feature engineering basics 15min
- Lesson 4: Train a simple predictive model 15min
- Lesson 5: Evaluate model quality 9min