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| AI For Beginners - Sketchnote by @girlie_mac |
Explore 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
Arabic | Bengali | Bulgarian | Burmese (Myanmar) | Chinese (Simplified) | Chinese (Traditional, Hong Kong) | Chinese (Traditional, Macau) | Chinese (Traditional, Taiwan) | Croatian | Czech | Danish | Dutch | Estonian | Finnish | French | German | Greek | Hebrew | Hindi | Hungarian | Indonesian | Italian | Japanese | Kannada | Korean | Lithuanian | Malay | Malayalam | Marathi | Nepali | Nigerian Pidgin | Norwegian | Persian (Farsi) | Polish | Portuguese (Brazil) | Portuguese (Portugal) | Punjabi (Gurmukhi) | Romanian | Russian | Serbian (Cyrillic) | Slovak | Slovenian | Spanish | Swahili | Swedish | Tagalog (Filipino) | Tamil | Telugu | Thai | Turkish | Ukrainian | Urdu | Vietnamese
Prefer to Clone Locally?
This repository includes 50+ language translations which significantly increases the download size. To clone without translations, use sparse checkout:
git clone --filter=blob:none --sparse https://github.com/microsoft/AI-For-Beginners.git cd AI-For-Beginners git sparse-checkout set --no-cone '/*' '!translations' '!translated_images'This gives you everything you need to complete the course with a much faster download.
If you wish to have additional translations languages supported are listed here
In this curriculum, you will learn:
What we will not cover in this curriculum:
Find all additional resources for this course in our Microsoft Learn collection
For a gentle introduction to AI in the Cloud topics you may consider taking the Get started with artificial intelligence on Azure Learning Path.
If you're completely new to AI and want quick, hands-on examples, check out our Beginner-Friendly Examples! These include:
These examples are designed to help you understand AI concepts before diving into the full curriculum.
Follow these steps:
Fork the Repository: Click on the "Fork" button at the top-right corner of this page.
Clone the Repository:
git clone https://github.com/microsoft/AI-For-Beginners.git
Don't forget to star (🌟) this repo to find it easier later.
Join our official AI Discord server to meet and network with other learners taking this course and get support.
If you have product feedback or questions whilst building visit our Azure AI Foundry Developer Forum
A note about quizzes: All quizzes are contained in the Quiz-app folder in etc\quiz-app, or Online Here They are linked from within the lessons the quiz app can be run locally or deployed to Azure; follow the instruction in the
folder. They are gradually being localized.quiz-app
Do you have suggestions or found spelling or code errors? Raise an issue or create a pull request.
Our team produces other curricula! Check out:
If you get stuck or have any questions about building AI apps. Join fellow learners and experienced developers in discussions about MCP. It's a supportive community where questions are welcome and knowledge is shared freely.
If you have product feedback or errors while building visit: