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The Vault Courses

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Introduction to Deep Learning
01 Neural Networks 5
The Perceptron Neural Networks Activation Functions Multi-Layer Networks Module Review: Neural Networks
02 Training Deep Networks 5
Backpropagation: The Engine of Learning Optimizers: Navigating the Loss Landscape Training Deep Networks Batch Normalization: Stabilizing Training Module Review: Training Deep Networks
03 Computer Vision 5
CNNs: The Visual Cortex of AI Famous Architectures: From LeNet to ResNet Transfer Learning: Standing on Giants Module Review: Computer Vision
04 Sequence Models 5
Recurrent Neural Networks (RNNs) LSTMs and GRUs Seq2Seq Models and Attention Module Review: Sequence Models
05 Transformers 5
Self-Attention Transformer Architecture Pre-Training Module Review: Transformers
Courses / deep learning

Introduction to Deep Learning

Deep Learning Last updated: Feb 27, 2026

Learn about Documentation with interactive visualizations and depth.

Course Modules

Module 01 Available

Computer Vision

Master Computer Vision with PyTorch. Learn CNNs, ResNet, Transfer Learning, and Object Detection through interactive visualizations and code.

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Module 02 Available

Sequence Models

Learn about Sequence Models with interactive visualizations and depth.

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Module 03 Available

Transformers

Learn about Transformers with interactive visualizations and depth.

Explore Module
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