Weekly Breakdown
This 12-week program is structured to provide a comprehensive and progressive learning experience. Each module spans three weeks, building upon the knowledge and skills from the previous one.
Module 1: Foundations of AI and Robotics (Weeks 1-3)
- Week 1: Introduction to AI and Robotics, Mathematical Foundations.
- Week 2: Python for AI, and essential libraries.
- Week 3: Module 1 Project: Building a simple AI application.
Module 2: Computer Vision for Robotics (Weeks 4-6)
- Week 4: Introduction to Computer Vision, Image Features and Filters.
- Week 5: Object Detection and Recognition with Deep Learning.
- Week 6: Module 2 Project: Implementing a real-time object detection system.
Module 3: NLP and Reinforcement Learning (Weeks 7-9)
- Week 7: Introduction to NLP and Text Processing.
- Week 8: Introduction to Reinforcement Learning and Q-Learning.
- Week 9: Module 3 Project: Training an RL agent to perform a simple task.
Module 4: Humanoid Robotics and Real-World Control (Weeks 10-12)
- Week 10: Introduction to Humanoid Robotics, Kinematics and Dynamics.
- Week 11: Bipedal Locomotion and Manipulation.
- Week 12: Final Project: Designing and simulating a complete AI-driven humanoid robot application.
