AI education source

Replicate

Replicate docs and examples

Fast route to test many hosted AI models without managing infrastructure.

Start with: Run one model from the examples, then inspect the model page and API schema.

Videos

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

LLM evaluation with W&B

Skills

Learner questions

Who should learn from Replicate?

Developers prototyping with hosted models should start here when they need model apis, prototyping, image generation, and llm apps. The strongest fit is a learner who wants material in these formats: docs, examples, model pages.

What should I do first?

Run one model from the examples, then inspect the model page and API schema. 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?

Fast route to test many hosted AI models without managing infrastructure. 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 model apis, 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
LLM Evals Hamel Husain	Guide	Intermediate	Your AI app needs quality checks before users see it.
W&B LLM Evaluation Course Weights & Biases	Free course	Intermediate	You need to debug and measure LLM app quality.
W&B Courses Weights & Biases	Free courses	Intermediate	Use this when you want Weights & Biases's material for llm apps and related AI skills.
Python Engineer Patrick Loeber	YouTube tutorials	Beginner to intermediate	Use this when you want Patrick Loeber's material for pytorch and related AI skills.
freeCodeCamp AI and machine learning courses freeCodeCamp	Articles	Beginner to intermediate	Use this when you want freeCodeCamp's material for python and related AI skills.
Codecademy AI courses Codecademy	Interactive courses	Beginner	Use this when you want Codecademy's material for ai foundations and related AI skills.
ComfyUI examples ComfyUI	Examples	Intermediate	Use this when you want ComfyUI's material for image generation and related AI skills.
Stability AI docs Stability AI	Docs	Beginner to intermediate	Use this when you want Stability AI's material for image generation and related AI skills.
Replicate docs and examples Replicate	Docs	Beginner to intermediate	Use this when you want Replicate's material for model apis and related AI skills.
Data Independent AI tutorials Greg Kamradt	YouTube tutorials	Beginner to intermediate	Use this when you want Greg Kamradt's material for rag and related AI skills.