Learning trackIntermediateDeep Learning
Deep Learning Essentials
Neural nets, backpropagation intuition, CNNs, and training craft used in modern vision and representation learning.
What you'll walk away with
- Implement training loops
- debug vanishing gradients
- apply transfer learning
- reason about architectures
Course certificate
DecodeAI Certificate in Deep Learning Essentials
Earn by passing all topic quizzes (0/2)
Remaining: Neural Nets & Backprop Intuition, CNNs & Representation Learning
Tip: complete every module quiz at ≥ pass mark to unlock certification.
Syllabus
Module 1Free preview
Neural Nets & Backprop Intuition
Layers, activations, and how gradients flow.
Theory 2 lessons Quiz Cheatsheet
Module 2Pro
CNNs & Representation Learning
Local connectivity, weight sharing, and transfer learning.
Theory 2 lessons Quiz Cheatsheet