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The best ML/DL resources to get started.

A working library of courses, tools, and competitions. Curated and updated by us.

ENTRIES19
UPDATEDMAY 2026
LICENSEFree / open

FREE COURSES 6 entries

Harvard's CS50x: Introduction to Computer Science

FREE

Harvard's legendary intro to CS. The best starting point before diving into ML.

pll.harvard.edu→

Harvard's CS50AI: Introduction to AI with Python

FREE

Search, knowledge, uncertainty, optimization, learning, neural nets, NLP.

pll.harvard.edu→

MIT 6.S191: Introduction to Deep Learning

FREE

Refreshed yearly. Good first lecture series for machine learning beginners.

introtodeeplearning.com→

Stanford CS231n: Deep Learning for Computer Vision

FREE

Canonical computer-vision course with lecture notes and assignments to complete.

cs231n.stanford.edu→

Google: Machine Learning Crash Course

FREE

Fast, practical intro to ML concepts with TensorFlow exercises. Good for absolute beginners.

developers.google.com→

Andrej Karpathy · Neural Networks: Zero to Hero

FREE

Build GPT from scratch. The best deep-dive into how transformers actually work.

karpathy.ai→

COMPETITIONS 2 entries

German AI Competition BWKI

DE · ANNUAL

Germany's national AI competition for students. We reached the top-10 in 2025 with EvidenzLLM.

bw-ki.de→

Jugend forscht

DE · ANNUAL

Largest European Science Competition. We took 2nd place in Germany with PSRGAN in 2026.

jugend-forscht.de→

TOOLS & FRAMEWORKS 6 entries

PyTorch

CORE

Best DL framework. Way better than TensorFlow.

pytorch.org→

Weights & Biases

EXPERIMENTS

Experiment tracking and testing.

wandb.ai→

snnTorch

NEUROMORPHIC

The library powering our SNNs. Excellent docs.

snntorch.readthedocs.io→

Google Colab

FREE · GPU

Free servers and CUDA access. Must have.

colab.research.google.com→

FAISS

RETRIEVAL

Production-grade vector index for our RAG pipelines.

faiss.ai→

Hugging Face models

LLM

Massive library of open source models to use.

huggingface.co→
EDS AI ClubWOLFSBURG · EST. 2024

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