Video course
Neural Networks: Zero to Hero
Intermediate
You want to understand neural networks and language models from code.
AI educator
Andrej Karpathy
Neural Networks: Zero to Hero
Excellent from-scratch explanations of neural networks and language models.
Start with: Watch micrograd, then makemore, then the GPT video.
Courses and tutorials
YouTube course
Neural Networks: Zero to Hero
Intermediate
Use this when you want Andrej Karpathy's material for neural networks and related AI skills.
Videos from Andrej Karpathy
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Neural Networks: Zero to Hero
Educator video
Andrej Karpathy · model internals, neural networks, coding
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Let's build GPT from scratch
Educator video
Andrej Karpathy · llm internals, coding, neural networks
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Let's build the GPT Tokenizer
Educator video
Andrej Karpathy · llm internals, tokenizers, coding
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Let's reproduce GPT-2
Educator video
Andrej Karpathy · llm internals, training, coding
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Intro to Large Language Models
Educator video
Andrej Karpathy · llm internals, foundations, model internals
Skills
Learner questions
Who should learn from Andrej Karpathy?
Programmers who want model internals should start here when they need neural networks, backprop, and llm internals. The strongest fit is a learner who wants material in these formats: youtube course, code.
What should I do first?
Watch micrograd, then makemore, then the GPT video. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
What problem does this help with?
Excellent from-scratch explanations of neural networks and language models. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.
How do I compare this with other educators?
Compare the skill coverage, the starting recommendation, the educator's own resources, and any videos when available. If you need neural networks, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
Similar videos from other educators
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