Neural Networks: Zero to Hero
Neural Networks: Zero to Hero is a free advanced-level course from Andrej Karpathy (YouTube), typically completed in 8 weeks (around 45 study hours).
- Price
- Free
- Duration
- 8 weeks
- Level
- Advanced
- Study hours
- 45 hours
- Provider
- Andrej Karpathy (YouTube)
About this course
Andrej Karpathy's lecture series building neural nets, language models and GPT from scratch.
What you will be able to do
- Analyse training curves to tune architecture and hyperparameters
- Evaluate model output for accuracy, bias and hallucination
- Critique and improve existing work against professional standards
- Design a grounded LLM workflow with clear guardrails
- Design and train a network for an original task
- Assemble portfolio evidence you can explain and defend at interview
Highlights
- Karpathy
- From scratch
- GPT
Questions people ask
How much does Neural Networks: Zero to Hero cost?
Neural Networks: Zero to Hero is free. Some providers charge separately for a verified certificate.
How long does Neural Networks: Zero to Hero take?
The provider lists 8 weeks. That works out at roughly 45 study hours in total.
Is Neural Networks: Zero to Hero suitable for beginners?
It is pitched at advanced level, so some prior experience helps.
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