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!
35k stars
412 watching
6k forks
Language: Jupyter Notebook
last commit: almost 2 years agoLinked from 1 awesome list
aiartificial-intelligencecnncomputer-visiondeep-learningganmachine-learningmicrosoft-for-beginnersnlprnn
docsifyjs/awesome-docsifyRelated 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 |