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Code examples for the O'Reilly book Hands-On Large Language Models, covering LLM concepts and practical techniques in Jupyter notebooks.

learning-resources llm-tooling books

A free, self-paced computer science curriculum assembled from online courses and books, modeled on undergraduate CS degree requirements.

education learning-resources awesome-list

Jupyter notebooks and recipes demonstrating code patterns for building with the Claude API, including tool use, RAG, vision, and evaluations.

llm-tooling learning-resources

Course materials, code, notebooks and datasets for the Zero to Mastery Machine Learning and Data Science course.

learning-resources ml-framework data-science

Example notebooks and guides showing how to accomplish common tasks with the OpenAI API.

learning-resources llm-tooling

A collection of 42+ runnable Jupyter notebooks, each tutorial covering an advanced technique for Retrieval-Augmented Generation systems.

llm-tooling learning-resources semantic-search

A Chinese-language book by Li Xiaolai teaching self-learning skills through a Python programming curriculum, delivered as Jupyter notebooks.

learning-resources books education

Source repository for Simon Prince's textbook Understanding Deep Learning, with LaTeX sources, figures, and Jupyter notebooks.

learning-resources books ml-framework

Jupyter notebooks and code accompanying Ed Donner's 8-week LLM engineering course, from local models through building LLM applications.

learning-resources llm-app

Developer hub with training recipes, cookbooks, datasets, and end-to-end examples for building with NVIDIA's open Nemotron models.

llm-tooling learning-resources ml-framework

Sample notebooks, code, and apps demonstrating how to build with generative AI models on Google Cloud.

learning-resources llm-tooling ai-media

Jupyter notebooks and code samples accompanying Wes McKinney's book on data analysis with Python, pandas, and NumPy.

data-science learning-resources books

A video course with Jupyter notebooks that builds neural networks and backpropagation from scratch, from basics to Transformer language models.

learning-resources ml-framework education

A collection of Jupyter notebook exercises with instructions and solutions for practicing pandas skills by topic.

learning-resources data-science