{"data":{"slug":"microsoft-ai-for-beginners","name":"AI-For-Beginners","tagline":"12 Weeks, 24 Lessons, AI for All!","github_url":"https://github.com/microsoft/AI-For-Beginners","owner":"microsoft","repo":"AI-For-Beginners","owner_avatar_url":"https://avatars.githubusercontent.com/u/6154722?v=4","primary_language":"Jupyter Notebook","stars":52098,"forks":10536,"topics":["ai","artificial-intelligence","cnn","computer-vision","deep-learning","gan","machine-learning","microsoft-for-beginners","nlp","rnn"],"archived":false,"github_pushed_at":"2026-07-08T22:02:39+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/microsoft-ai-for-beginners","markdown_url":"https://www.graphcanon.com/tools/microsoft-ai-for-beginners.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/microsoft-ai-for-beginners","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=microsoft-ai-for-beginners","description":"12 Weeks, 24 Lessons, AI for All!","homepage_url":null,"license":"MIT","open_issues":4,"watchers":547,"ai_summary":null,"readme_excerpt":"# Artificial Intelligence for Beginners - A Curriculum\n\n||\n|:---:|\n| AI For Beginners - _Sketchnote by [@girlie_mac](https://twitter.com/girlie_mac)_ |\n\nExplore the world of **Artificial Intelligence** (AI) with our 12-week, 24-lesson curriculum!  It includes practical lessons, quizzes, and labs. The curriculum is beginner-friendly and covers tools like TensorFlow and PyTorch, as well as ethics in AI\n\n\n### 🌐 Multi-Language Support\n\n#### Supported via GitHub Action (Automated & Always Up-to-Date)\n\n\n[Arabic](./translations/ar/README.md) | [Bengali](./translations/bn/README.md) | [Bulgarian](./translations/bg/README.md) | [Burmese (Myanmar)](./translations/my/README.md) | [Chinese (Simplified)](./translations/zh-CN/README.md) | [Chinese (Traditional, Hong Kong)](./translations/zh-HK/README.md) | [Chinese (Traditional, Macau)](./translations/zh-MO/README.md) | [Chinese (Traditional, Taiwan)](./translations/zh-TW/README.md) | [Croatian](./translations/hr/README.md) | [Czech](./translations/cs/README.md) | [Danish](./translations/da/README.md) | [Dutch](./translations/nl/README.md) | [Estonian](./translations/et/README.md) | [Finnish](./translations/fi/README.md) | [French](./translations/fr/README.md) | [German](./translations/de/README.md) | [Greek](./translations/el/README.md) | [Hebrew](./translations/he/README.md) | [Hindi](./translations/hi/README.md) | [Hungarian](./translations/hu/README.md) | [Indonesian](./translations/id/README.md) | [Italian](./translations/it/README.md) | [Japanese](./translations/ja/README.md) | [Kannada](./translations/kn/README.md) | [Khmer](./translations/km/README.md) | [Korean](./translations/ko/README.md) | [Lithuanian](./translations/lt/README.md) | [Malay](./translations/ms/README.md) | [Malayalam](./translations/ml/README.md) | [Marathi](./translations/mr/README.md) | [Nepali](./translations/ne/README.md) | [Nigerian Pidgin](./translations/pcm/README.md) | [Norwegian](./translations/no/README.md) | [Persian (Farsi)](./translations/fa/README.md) | [Polish](./translations/pl/README.md) | [Portuguese (Brazil)](./translations/pt-BR/README.md) | [Portuguese (Portugal)](./translations/pt-PT/README.md) | [Punjabi (Gurmukhi)](./translations/pa/README.md) | [Romanian](./translations/ro/README.md) | [Russian](./translations/ru/README.md) | [Serbian (Cyrillic)](./translations/sr/README.md) | [Slovak](./translations/sk/README.md) | [Slovenian](./translations/sl/README.md) | [Spanish](./translations/es/README.md) | [Swahili](./translations/sw/README.md) | [Swedish](./translations/sv/README.md) | [Tagalog (Filipino)](./translations/tl/README.md) | [Tamil](./translations/ta/README.md) | [Telugu](./translations/te/README.md) | [Thai](./translations/th/README.md) | [Turkish](./translations/tr/README.md) | [Ukrainian](./translations/uk/README.md) | [Urdu](./translations/ur/README.md) | [Vietnamese](./translations/vi/README.md)\n\n> **Prefer to Clone Locally?**\n>\n> This repository includes 50+ language translations which significantly increases the download size. To clone without translations, use sparse checkout:\n>\n> **Bash / macOS / Linux:**\n> ```bash\n> git clone --filter=blob:none --sparse https://github.com/microsoft/AI-For-Beginners.git\n> cd AI-For-Beginners\n> git sparse-checkout set --no-cone '/*' '!translations' '!translated_images'\n> ```\n>\n> **CMD (Windows):**\n> ```cmd\n> git clone --filter=blob:none --sparse https://github.com/microsoft/AI-For-Beginners.git\n> cd AI-For-Beginners\n> git sparse-checkout set --no-cone \"/*\" \"!translations\" \"!translated_images\"\n> ```\n>\n> This gives you everything you need to complete the course with a much faster download.\n\n\n**If you wish to have additional translations languages supported are listed [here](https://github.com/Azure/co-op-translator/blob/main/getting_started/supported-languages.md)**\n\n## Join the Community\n\n\n## What you will learn\n\n**[Mindmap of the Course](http://soshnikov.com/courses/ai-for-beginners/mindmap.html)**\n\nIn this curriculum, you will learn:\n\n* Diff","github_created_at":"2021-03-03T16:27:36+00:00","created_at":"2026-07-11T12:21:59.869119+00:00","updated_at":"2026-07-11T12:22:10.337214+00:00","categories":[{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"},{"slug":"vector-databases","name":"Vector Databases","url":"https://www.graphcanon.com/categories/vector-databases","markdown_url":"https://www.graphcanon.com/categories/vector-databases.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/vector-databases"},{"slug":"computer-vision","name":"Computer Vision","url":"https://www.graphcanon.com/categories/computer-vision","markdown_url":"https://www.graphcanon.com/categories/computer-vision.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/computer-vision"}],"tags":[{"slug":"deep-learning","name":"deep-learning"},{"slug":"microsoft-for-beginners","name":"microsoft-for-beginners"},{"slug":"ai","name":"ai"},{"slug":"artificial-intelligence","name":"artificial-intelligence"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"cnn","name":"cnn"},{"slug":"gan","name":"gan"},{"slug":"computer-vision","name":"computer-vision"}],"trust":{"provenance":{"is_fork":false,"github_id":344190478,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T12:22:00.670Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":0,"days_since_push":2,"last_release_at":null},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":3,"high_count":0,"last_scan_at":"2026-07-11T12:22:01.680Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T12:22:01.307Z"},"languages":{"value":["jupyter notebook"],"source":"github.language","observed_at":"2026-07-11T12:22:01.307Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-11T12:22:01.307Z"}}}}