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Welcome

Prerequisites

0. Environment Setup

Tutorials

1. Network’s Building Blocks
2. Quick Start
3. Optimisation and Learning
4. Vision
- 4.1. Image Classification
- 4.2. Image Segmentation
5. Other Modalities
6. Deep Generative Models
7. Interpretation Techniques
8. Big Projects
9. Reinforcement Learning

Assignments

Warming-up
Dataloaders
Optimisation and Learning
LLM Calculator

Student Projects

Deep Learning with Dobble

Complementary Materials

Python For Beginners

Repository
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By Arash Akbarinia

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