AI-For-Beginners

AI basics

A 12-week curriculum teaching the basics of Artificial Intelligence through practical lessons, quizzes, and labs using popular frameworks like TensorFlow and PyTorch.

12 Weeks, 24 Lessons, AI for All!

GitHub

35k stars
412 watching
6k forks
Language: Jupyter Notebook
last commit: 5 months ago
Linked from 1 awesome list

aiartificial-intelligencecnncomputer-visiondeep-learningganmachine-learningmicrosoft-for-beginnersnlprnn

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
microsoft/ml-for-beginners A structured curriculum teaching classic machine learning techniques using Python and Scikit-learn, with a focus on practical projects and hands-on exercises. 70,139
microsoft/data-science-for-beginners A comprehensive 10-week curriculum teaching data science fundamentals using Python and Jupyter Notebook 28,439
microsoft/web-dev-for-beginners A 12-week, comprehensive web development curriculum covering HTML, CSS, and JavaScript 83,782
amai-gmbh/ai-expert-roadmap A comprehensive roadmap for professionals aiming to become experts in Artificial Intelligence and related fields 29,305
yorko/mlcourse.ai An online learning platform covering various machine learning topics from basics to advanced algorithms 9,831
nirdiamant/genai_agents Provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. 4,719
jacobgil/pytorch-grad-cam A package providing advanced explainability methods for deep learning models in computer vision 10,781
firmai/industry-machine-learning A curated collection of machine learning and data science projects applied to various industries. 7,274
jupyterlab/jupyter-ai Enables users to explore and utilize generative AI models within Jupyter notebooks. 3,274
jushbjj/mr.-ranedeer-ai-tutor An AI-powered learning tool for personalized education experiences. 29,043
swift-ai/swift-ai A high-performance deep learning library written in Swift for Apple platforms. 6,032
lightly-ai/lightly A Python library for self-supervised learning on images using contrastive learning and deep learning techniques. 3,204
d2l-ai/d2l-en An interactive deep learning book with code and discussions 24,218
microsoft/phi-3cookbook A resource providing hands-on examples and guides for using Microsoft's Phi-3 models in various software development contexts. 2,582
pythagora-io/gpt-pilot Researches AI-assisted development of fully working apps while human oversight is required 32,067