Deep Learning & Neural Networks

Dive into deep learning and neural networks. Learn how to build and train models with frameworks like TensorFlow and PyTorch, and explore CNNs, RNNs, and more.

• Section 1: Introduction to Deep Learning

  • Lesson 1: What is Deep Learning?

  • Lesson 2: Neural Network Basics

• Section 2: Training Neural Networks

  • Lesson 1: Backpropagation

  • Lesson 2: Optimization Algorithms

• Section 3: Advanced Architectures

  • Lesson 1: Convolutional Neural Networks (CNNs)

  • Lesson 2: Recurrent Neural Networks (RNNs)

• Section 4: Project

  • Lesson 1: Build an Image Classifier