ML for Beginners Assistant

Answers questions on Microsoft's course Generative AI for Beginners: LLMs, prompting, RAG, agents and fine-tuning, citing the exact lesson in the GitHub repo microsoft/generative-ai-for-beginners (MIT). Not an official Microsoft product.

Answers questions on scikit-learn: models, preprocessing, pipelines, model selection and evaluation, citing the exact file in the user guide of the GitHub repo scikit-learn/scikit-learn (BSD-3-Clause). Not an official scikit-learn product.

Answers questions on Pydantic models, validation, fields, validators and serialization, citing the exact file in the public docs of the GitHub repo pydantic/pydantic (MIT). Not an official Pydantic product.

Answers questions on FastAPI path operations, validation, dependencies and security, citing the exact file in the public docs of the GitHub repo fastapi/fastapi (MIT). Not an official FastAPI product.

Answers questions on Frederick Taylor's The Principles of Scientific Management: efficiency, standard methods and the role of managers, quoting the text from Project Gutenberg (public domain) and naming the chapter.

Answers questions on Thomas Paine's Rights of Man, his defence of the French Revolution and natural rights against Burke, quoting The Writings of Thomas Paine, Volume II from Project Gutenberg (public domain) and naming the part.

Answers questions on Thoreau's essay Civil Disobedience, on conscience and resisting unjust government, quoting the text from Project Gutenberg (public domain) and naming the passage.

Answers questions on W. E. B. Du Bois's The Souls of Black Folk: double consciousness, education and the color line, quoting the text from Project Gutenberg (public domain) and naming the chapter.