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microsoft/AI-For-Beginners Alternatives

AI education / curriculum

A 12-week, 24-lesson beginner curriculum for artificial intelligence, with lessons, quizzes, and labs, covering TensorFlow, PyTorch, and AI ethics.

68.5kJupyter NotebookMITactive · last push 1mo agoGitHub

Same job, different approach

Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.

rohitg00/ai-engineering-from-scratchGitHub

choose it for a project-based engineering path in Python instead of the 12-week lesson-slide format; actively maintained.

Learn it. Build it. Ship it for others.

54.5k
Python
MIT
active1mo ago

Older generation, or narrower

An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.

mrdbourke/pytorch-deep-learningGitHub

choose it for an in-depth, video-based PyTorch deep learning course rather than a broad AI survey.

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

18.8k
Jupyter Notebook
MIT
slowing8mo ago
d2l-ai/d2l-zhGitHub

choose it for a rigorous, university-style deep learning textbook with executable code, narrower than an AI survey.

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

80.8k
Python
Apache-2.0
dormant2.2y ago
fastai/fastbookGitHub

choose it for a top-down fastai library approach to deep learning, with a complete book and notebooks.

The fastai book, published as Jupyter Notebooks

25.3k
Jupyter Notebook
NOASSERTION
active28d ago

Listed as an alternative to

These projects were analysed and named AI-For-Beginners among their alternatives. The relationship is not symmetric — how AI-For-Beginners rates them is a separate judgement, made when AI-For-Beginners is analysed in its own right.

microsoft/generative-ai-for-beginnersGitHub

calls AI-For-Beginners “Use when you want a broader AI-for-Beginners course that also covers classical ML topics.”

21 Lessons, Get Started Building with Generative AI

118.5kJupyter Notebookactive
patchy631/ai-engineering-hubGitHub

calls AI-For-Beginners “Choose for a broad 12-week beginner AI course covering classical ML and deep learning, if you are a true beginner wanting a guided curriculum.”

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

37.5kJupyter Notebookactive
liyupi/ai-guideGitHub

calls AI-For-Beginners “Use the structured 12-week AI course if you want a guided beginner curriculum instead of a reference wiki.”

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档 aiguide，已升级为鱼皮 AI 导航网站

19.1kJavaScriptactive
NLP-LOVE/ML-NLPGitHub

calls AI-For-Beginners “A comprehensive AI curriculum with lessons, a more structured course approach than the seed's reference guide.”

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

17.8kJupyter Notebookslowing
MITDeepLearning/introtodeeplearningGitHub

calls AI-For-Beginners “Choose when you want a broader beginner AI curriculum with 12 weeks of lessons rather than MIT's deep-learning-intensive labs.”

Lab Materials for MIT 6.S191: Introduction to Deep Learning

8.8kJupyter Notebookslowing
MLEveryday/practicalAI-cnGitHub

calls AI-For-Beginners “When you want a lesson-based curriculum with quizzes and assignments using multiple ML libraries, rather than the seed's open PyTorch notebooks.”

AI实战-practicalAI 中文版

6.9kJupyter Notebookactive
SharifiZarchi/Introduction_to_Machine_LearningGitHub

calls AI-For-Beginners “Choose if you need a beginner-paced, broader AI curriculum with Microsoft-maintained lessons and labs.”

Machine Learning Course, Sharif University of Technology

2.1kJupyter Notebookactive