Section 1: Foundations of Artificial Intelligence
  • Lesson 1.1: Introduction to Artificial Intelligence and Machine Learning
  • Lesson 1.2: History and Evolution of AI
  • Lesson 1.3: Types of Learning: Supervised, Unsupervised, and Reinforcement
  • Practical Project 1: Exploration of Machine Learning Algorithms with Python
Section 2: Emerging Technologies in AI
  • Lesson 2.1: Edge AI and Federated Machine Learning
  • Lesson 2.2: Quantum Machine Learning
  • Lesson 2.3: Ethical AI and Bias in AI
  • Practical Project 2: Creating an Edge AI Application with TensorFlow Lite
Section 3: Natural Language Processing (NLP)
  • Lesson 3.1: Fundamentals of NLP
  • Lesson 3.2: Building Chatbots with OpenAI GPT-3
  • Practical Project 3: Developing a Virtual Assistant with GPT-3