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Deep Learning Bootcamp

Advanced 4.8 (1.2k reviews)

Master Neural Networks, CNNs, RNNs, and Transformers with PyTorch. Build state-of-the-art models.

Deep Learning Bootcamp
Best Seller

Course Roadmap

Step 1

Neural Network Basics

Neurons, Activation Functions, and The Perceptron

Step 2

Training Dynamics

Loss Functions, Gradient Descent, and Backpropagation

Step 3

PyTorch Fundamentals

Tensors, Autograd, and Building Custom Modules

Step 4

Computer Vision (CNNs)

Convolutions, Pooling, ResNets, and Transfer Learning

Step 5

Sequence Models (RNNs/LSTMs)

Handling Time Series and Sequential Data

Step 6

Attention & Transformers

Self-Attention, Multi-Head Attention, and BERT Architecture

Step 7

Generative Models

VAEs and GANs (Generative Adversarial Networks)

Step 8

Capstone Project

Train a Style Transfer Model from Scratch