18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Python Data Science Handbook: full text in Jupyter Notebooks

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Learn how to design, develop, deploy and iterate on production-grade ML applications.

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Python programs, usually short, of considerable difficulty, to perfect particular skills.

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

A better notebook for Scala (and more)

Language-Agnostic SEntence Representations

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Introduction to Deep Neural Networks with Keras and Tensorflow

Машинное обучение на ФКН ВШЭ

[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).

Deep Reinforcement Learning: Zero to Hero!

The official online compendium for Mining the Social Web, 3rd Edition (O'Reilly, 2018)

The Open Architecture Playbook. Use it to create better and faster (IT)Architectures. OSS Tools, templates and more for solving IT problems using real open architecture tools that work!

Face Image Motion Model (Photo-2-Video) based on "first-order-model" repository.

Материалы курса по компьютерной лингвистике Школы Лингвистики НИУ ВШЭ