Skip to content
Navigation
Dashboard
Level 2Beginner-Intermediate
🔬

Deep Learning & CNNs

Master Deep Architectures

Convolutional Neural Networks have revolutionized computer vision. In this level, you'll understand why they're so powerful, how convolutions work, and explore architectures like ResNet, VGG, and modern vision transformers.

4-5 weeks
14 Lessons
3 Projects

🎯 What You'll Learn

  • Deeply understand CNN architectures
  • Implement image classification from scratch
  • Master transfer learning techniques
  • Understand GANs and generative models
  • Complete 5 hands-on projects

Prerequisites

  • •Completed Level 1 or equivalent knowledge
  • •Understanding of neural networks
  • •Python programming skills

Course Modules

Skills You'll Gain

CNNsDeep LearningComputer VisionPyTorchTensorFlowTransfer Learning