AI
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.\\n\\nYou'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'.\\n\\nJoin thousands of students who have transformed their careers through our courses.
Course Syllabus
Week 1: Introduction to AI Concepts
- Lesson 1: Neurons Fundamentals Preview 22min
- Lesson 2: Neurons Explained Preview 23min
- Lesson 3: Mastering Gradient Descent 11min
- Lesson 4: Overfitting Explained 11min
Week 2: Data Preparation & Cleaning
- Lesson 1: Introduction to Neurons 10min
- Lesson 2: Understanding Gradient Descent 24min
- Lesson 3: Hands-On Overfitting 18min
- Lesson 4: Building Tensors 12min
- Lesson 5: Introduction to Tensors 25min
- Lesson 6: Building Overfitting 17min
Week 3: Building Your First Model
- Lesson 1: Hands-On Tensors 8min
- Lesson 2: Building Classification 8min
- Lesson 3: Tensors Best Practices 23min
- Lesson 4: Understanding Tensors 24min
- Lesson 5: Deep Dive into Neurons 19min
Week 4: Training & Evaluation
- Lesson 1: Introduction to Classification 21min
- Lesson 2: Introduction to Neurons 17min
- Lesson 3: Working with Neurons 10min
- Lesson 4: Introduction to Classification 17min
- Lesson 5: Understanding Gradient Descent 15min
- Lesson 6: Advanced Overfitting Techniques 22min