Dive into Deep Learning Certificate

Curriculum
Lectures
  • Lecture 1: Introduction to Deep Learning
  • Lecture 2: Fundamentals of Machine Learning
  • Lecture 3: Neural Networks (Basics)
  • Lecture 4: Convolutional Neural Networks (CNNs)
  • Lecture 5: Recurrent Neural Networks (RNNs)
  • Lecture 6: Deep Learning Optimization
  • Lecture 7: Generative Models
  • Lecture 8: Transfer Learning
  • Lecture 9: Advanced Architectures
  • Lecture 10: Deep Reinforcement Learning
  • Lecture 11: Ethics and Fairness in AI