Answers questions on Microsoft's open course ML for Beginners: regression, classification, clustering, NLP and time series, citing the exact lesson in the GitHub repo microsoft/ML-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.
“…ing much more flexibility to build deep learning architectures, see :ref:`related_projects`. .. _multilayer_perceptron: Multi-layer Perceptron =================…”
Answers questions on clear, consistent writing from the Microsoft Writing Style Guide: voice, grammar, punctuation, capitalization and word choice, citing the GitHub repo MicrosoftDocs/microsoft-style-guide (CC BY 4.0). Not official.
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.
“### A statistical approach to AI: Machine Learning A turning point arrived during the 90s, with the application of a statistical approach to text analysis. This…”
Answers questions on Hugging Face Transformers: pipelines, models, tokenizers, training and generation, citing the exact file in the public docs of the GitHub repo huggingface/transformers (Apache-2.0). Not an official Hugging Face product.
“### deep learning (DL) Machine learning algorithms which use neural networks with several layers.”
Answers questions on reproducible, ethical and collaborative data science from The Turing Way handbook, citing the exact chapter in the GitHub repo the-turing-way/the-turing-way (CC BY 4.0). Not an official Turing Way product.
Answers questions on H. G. Wells's The Time Machine: the Time Traveller, the Eloi, the Morlocks and the far future, quoting the text from Project Gutenberg (public domain) and naming the chapter.
Answers questions on VS Code editing, debugging, settings, remote development and extensions, citing the exact file in the public docs of the GitHub repo microsoft/vscode-docs (CC BY 3.0). Not an official VS Code product.
“## Train machine learning models In Azure Machine Learning, you can use popular frameworks for training machine learning models such as scikit-learn, PyTorch, T…”