AI educator

Lewis Tunstall

NLP with Transformers

Strong practical guide to using Transformer models for real NLP tasks.

Start with: Use the book notebooks alongside the Hugging Face course.

Videos

Educator videos are listed first. Similar videos are labelled and included when they cover the same skills or adjacent topics.

Hugging Face agents course

Skills

Learner questions

Who should learn from Lewis Tunstall?

Developers learning Transformer applications should start here when they need transformers, nlp, open models, and fine-tuning. The strongest fit is a learner who wants material in these formats: book, code, examples.

What should I do first?

Use the book notebooks alongside the Hugging Face course. 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?

Strong practical guide to using Transformer models for real NLP tasks. 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, and the related videos. If you need transformers, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.

Related resources

Resource	Kind	Level	Use when
The Illustrated Transformer Jay Alammar	Visual guide	Beginner to intermediate	Transformer architecture still feels fuzzy.
Hugging Face Agents Course Hugging Face	Free course	Beginner to intermediate	You want a hands-on agent course that uses open-source tools.
Hugging Face NLP Course Hugging Face	Free course	Beginner to intermediate	You need the Transformer and NLP basics behind many AI apps.
The Illustrated Transformer Jay Alammar	Visual essays	Beginner to intermediate	Use this when you want Jay Alammar's material for transformers and related AI skills.
Cohere For AI Cohere For AI	Research	Advanced	Use this when you want Cohere For AI's material for nlp research and related AI skills.
Hugging Face Learn Hugging Face	Free courses	Beginner to advanced	Use this when you want Hugging Face's material for agents and related AI skills.
Neural Networks series 3Blue1Brown	Animated videos	Beginner to intermediate	Use this when you want 3Blue1Brown's material for neural networks and related AI skills.
AI and Machine Learning for Coders Laurence Moroney	Books	Beginner to intermediate	Use this when you want Laurence Moroney's material for tensorflow and related AI skills.
Natural Language Processing with Deep Learning Stanford CS224N	Lectures	Intermediate to advanced	Use this when you want Stanford CS224N's material for nlp and related AI skills.
Sentence Transformers Nils Reimers	Docs	Intermediate	Use this when you want Nils Reimers's material for embeddings and related AI skills.