Beginner
AI & ML
TensorFlow for Beginners
Master TensorFlow for Beginners 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 to AI Concepts
- Lesson 1: AI and ML landscape overview Preview 22min
- Lesson 2: Supervised vs unsupervised learning Preview 23min
- Lesson 3: Prepare training data 11min
- Lesson 4: Train a baseline model 11min
Week 2: Data Preparation & Cleaning
- Lesson 1: Feature engineering practice 10min
- Lesson 2: Neural network intuition 24min
- Lesson 3: Work with pretrained models 18min
- Lesson 4: Prompting and LLM basics 12min
- Lesson 5: Guardrails and evaluation 25min
- Lesson 6: Build a small AI project 17min
Week 3: Building Your First Model
- Lesson 1: Feature engineering practice 8min
- Lesson 2: Neural network intuition 8min
- Lesson 3: Work with pretrained models 23min
- Lesson 4: Prompting and LLM basics 24min
- Lesson 5: Guardrails and evaluation 19min
Week 4: Training & Evaluation
- Lesson 1: Feature engineering practice 21min
- Lesson 2: Neural network intuition 17min
- Lesson 3: Work with pretrained models 10min
- Lesson 4: Prompting and LLM basics 17min
- Lesson 5: Guardrails and evaluation 15min
- Lesson 6: Build a small AI project 22min