AI Learning Resources ML Frameworks

Curated collections and directories of AI/ML educational materials, courses, tutorials, and learning pathways. Does NOT include implementation frameworks, specific tools, competition solutions, or domain-specific applications.

There are 135 ai learning resources frameworks tracked. 1 score above 70 (verified tier). The highest-rated is google-research/google-research at 71/100 with 37,452 stars. 2 of the top 10 are actively maintained.

Get all 135 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	google-research/google-research Google Research	71	Verified	37,452	Jupyter Notebook
2	zslucky/awesome-AI-books Some awesome AI related books and pdfs for learning and downloading, also...	61	Established	1,676	Jupyter Notebook
3	yanshengjia/ml-road Machine Learning and Agentic AI Resources, Practice and Research	57	Established	4,650	Python
4	speedyapply/2026-AI-College-Jobs 2026 AI/ML internship & new graduate job list updated daily	55	Established	4,865	—
5	voxel51/fiftyone-plugins A curated list of plugins that you can add to your FiftyOne install!	55	Established	137	Python
6	theainerd/MLInterview :octocat: A curated awesome list of AI Startups in India & Machine Learning...	51	Established	539	—
7	ty4z2008/Qix Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang	51	Established	15,084	—
8	mrsaeeddev/free-ai-resources 🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many...	50	Established	1,783	—
9	LibraryCarpentry/lc-machine-learning Introduction to AI for GLAM	50	Established	20	—
10	ArturoNereu/AI-Study-Group Resources to learn AI	47	Emerging	764	—
11	voxel51/fiftyone-examples Examples of using FiftyOne	47	Emerging	233	Python
12	VidyasagarMSC/Awesome-AI The guide to master Artificial Intelligence (machine learning & deep...	46	Emerging	153	—
13	HazyResearch/data-centric-ai Resources for Data Centric AI	45	Emerging	1,134	TeX
14	nivu/ai_all_resources A curated list of Best Artificial Intelligence Resources	45	Emerging	1,444	Jupyter Notebook
15	pliang279/awesome-phd-advice Collection of advice for prospective and current PhD students	45	Emerging	2,032	—
16	aiwithqasim/Free-Artificial-Intelligence-Resources Welcome, to this Open Source Repository regarding FREE ARTIFICIAL...	45	Emerging	73	—
17	LiaoWenzhe/Aiops-Learning-Resources 收集AIOPS（智能运维），时间序列，异常检测，关联分析，告警收敛，根因分析，数据挖掘，机器学习，深度学习的学习资源。欢迎star。Collect...	45	Emerging	213	—
18	camoverride/lit Literature for the self-taught AI practitioner! 📚	45	Emerging	1,743	—
19	AhmedUZaki/Eng.-Mohamed-Hammad-AI-Recommendations The repo contains books, tutorials and resources based on Eng Mohammed...	44	Emerging	121	—
20	Astrodevil/Open-Source-Gallery All RESOURCES related to Open-Source.	44	Emerging	86	HTML
21	ML-AI-Community/ml-ai ML-AI Community \| Open Source \| Built in Bharat for the World \| Data science...	44	Emerging	53	Jupyter Notebook
22	mcity/mcity_data_engine Mcity Data Engine	43	Emerging	21	Python
23	machine-learning-glossary/glossary https://machinelearning.wtf/ - An online glossary of machine learning terms.	43	Emerging	37	SCSS
24	linjinjin123/awesome-AIOps AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star	43	Emerging	1,726	—
25	brylevkirill/notes Learn about Machine Learning and Artificial Intelligence	43	Emerging	926	—
26	bartczernicki/ArtificialIntelligence-Presentations Public location of delivered Artificial Intelligence & Machine Intelligence...	42	Emerging	24	—
27	zapplyjobs/New-Grad-Data-Science-Jobs-2026 Updated every 15 min — data science & ML jobs for new grads \| FAANG & startups \| 2026	41	Emerging	31	HTML
28	ai-infra-curriculum/ai-infra-junior-engineer-learning AI Infrastructure Junior Engineer Learning Track - Comprehensive curriculum...	41	Emerging	19	Python
29	khuyentran1401/machine-learning-articles List of interesting articles on different topics of machine learning and...	40	Emerging	168	HTML
30	Mybridge/machine-learning-open-source Monthly Series - Machine Learning Top 10 Open Source Projects	40	Emerging	991	—
31	PakistanAI/info All the general information you'll ever need about pursuing AI in Pakistan!	39	Emerging	24	—
32	shadowcz007/awesome-design.ai Useful resources for creating Design Artificial Intelligence	39	Emerging	149	Jupyter Notebook
33	iSheero-AI/learning-resources Looking for learning resources about artificial intelligence 🤖 and data 📊?...	39	Emerging	11	—
34	luspr/awesome-ml-courses Awesome free machine learning and AI courses with video lectures.	38	Emerging	3,061	—
35	bluemapleman/MapleAI AI各领域学习资料整理。（A collection of all skills and knowledges should be got command...	38	Emerging	121	Python
36	LiaoWenzhe/BigdataAi 介绍Liao Wenzhe...	38	Emerging	72	—
37	MFC-VIT/Resources All resources for ML, Web, App etc... at one spot ;)	38	Emerging	12	Jupyter Notebook
38	tinh2044/AI-Resource A resource for everyone, who wants study about AI	37	Emerging	47	Mermaid
39	ifeitao/learn 学习资料 learn assets	37	Emerging	43	—
40	ankitshah009/all-about-ai-residency AI residency programs information	36	Emerging	479	—
41	kishanrajput23/Ultimate-Resource-Hub All the resources available here related to many languages, domains, and skills.	36	Emerging	8	—
42	adityavishkarma491/aie-book 🤖 Explore AI Engineering through this book and resources that guide you in...	35	Emerging	5	Jupyter Notebook
43	masterivanic/Dev-and-it-ressource Here discover all about gratefull ressources ✨💻🚀	34	Emerging	7	Python
44	Shreejan-git/ai_ml_companies_in_nepal Helping AI/ ML/ DataScience practitioners and enthusiasts to get their dream...	34	Emerging	36	—
45	RoseCityRobotics/ai-developer-resources I am Duncan, a cofounder at Rose City Robotics. This public repository is...	34	Emerging	761	—
46	YingzhiGou/AI-Meetup-Decision-Systems-Lab-UOW The Decision Systems Lab (DSL) at UOW announces the DSL@UOW AI Meetup Group....	33	Emerging	2	Jupyter Notebook
47	Mybridge/machine-learning-articles Monthly Series - Top 10 Machine Learning Articles	33	Emerging	508	—
48	Nkluge-correa/TeenyTinyCastle Educational tools for AI Ethics and Safety research 🛠️🔬	33	Emerging	25	Jupyter Notebook
49	neelsoumya/ai_outreach Resources for explaining AI to the public and outreach activities	33	Emerging	2	—
50	1044197988/Awesome-AI-IT-LearningResource 汇集了我在学习和工作中收藏的 GitHub 仓库、技术笔记、在线书籍等优秀资源，涵盖了计算机科学、人工智能、软件开发、系统架构等多个领域。在下面链接可以在线查看学习哦！	33	Emerging	5	—
51	eug/discriminative-ai-resources Personal Artificial Intelligence Resources List	31	Emerging	26	—
52	pratjz/Resources Resources	31	Emerging	35	—
53	aniketkumarsinha/Best-Learning-Resources Best learning resources for every field!	31	Emerging	3	—
54	gyunggyung/MLLMArxivTalk [Google Meet] MLLM Arxiv Casual Talk	31	Emerging	52	—
55	FEROsites/Machine-Learning-AI-Library 📚 Explore a curated library for mastering Machine Learning, Deep Learning,...	30	Emerging	1	—
56	SouravDutta91/AI-Residency-List List of AI Residency & Research programs, Ph.D Fellowships, Research Internships	30	Emerging	166	—
57	ahammadmejbah/Supplemental-Materials Explore AI with resources like 📚 books, 🎧 podcasts, and 🖥️ online courses!...	30	Emerging	2	—
58	sksoumik/AI-resources Important machine learning / deep learning / Image Processing resources. ...	30	Emerging	16	—
59	BUT-DRONE-RESEARCH-CENTER/Documentation 📚 DRC Central Documentation Hub -- The unified knowledge base for the Drone...	30	Emerging	1	—
60	benthecoder/ml-blogs-that-are-worth-reading Blogs on Machine Learning and Deep learning	30	Emerging	113	—
61	davidgomari/AI_Resources Links to university's courses, Big Tech Company's Tutorials, Educational...	30	Emerging	6	—
62	AdrianArnaiz/ai-resources-compilation Compilation of AI resources from Linear Algebra to Graph Neural Networks...	29	Experimental	7	—
63	Qu3tzal/ai-ml-learning-path A list of (mostly free) ressources to learn Artificial Intelligence and...	29	Experimental	21	—
64	Marktechpost/best-ml-blogs List of Machine Learning Technical AI Blogs	29	Experimental	5	—
65	primaprashant/ai-customer-support 📚 Curated collection of blogs and papers on how different companies are...	28	Experimental	21	—
66	handsonai/resources-overview Overview of resources on AI and related topics	28	Experimental	13	—
67	davidgracemann/samAltmanIsANerd a scale-free network of applied and foundational AI resources	28	Experimental	4	—
68	srajan-kiyotaka/AI-ML-DL-Resource Artificial Intelligence, Machine learning and Deep Learning Resources. 🚀...	28	Experimental	11	—
69	krootee/ai-ml-deep-learning List of resources related to topics of AI/ML and Deep Learning specifically	27	Experimental	10	—
70	OmarShawky1/Active-Courses-Resources Educational Resources Map	26	Experimental	22	—
71	Jasonlee1995/awesome-ai-courses Awesome free AI courses available on YouTube	26	Experimental	12	—
72	rahulkolekardev/free-aiml-learning Free AI/ML learning. Code-first courses, labs, and projects plus books,...	26	Experimental	14	—
73	himanshuraiml/Artificial-Intellgence-Resource This repository contain learning resource for Machine Learning, Deep...	25	Experimental	7	—
74	bcExpt1123/AI-Beginners-Guide A comprehensive resource for beginners in AI, featuring curated...	24	Experimental	3	—
75	rajatrajan07/Machine-Learning-AI-Library 📚 Explore a growing library of free resources for learning Machine Learning,...	24	Experimental	—	—
76	Fzkuji/awesome-AI A Comprehensive Study Notes on Artificial Intelligence: dedicated to the...	24	Experimental	20	—
77	gvnnz/good-reads List of inspiring articles, blogs, tutorials and books. Tech stuff.	23	Experimental	14	—
78	zachpinto/awesome-ai-books Non-fiction books about or related to AI	23	Experimental	4	—
79	tomkarsten/awesome-courses Awesome AI/ML Courses	23	Experimental	4	—
80	asadali031/ai-studies 🤖 Build professional AI systems from scratch with a complete roadmap for...	22	Experimental	1	—
81	eicisdjhsdkjhnfvjk/CSInternship2025 🗂️ Collect and share 2025 computer science internship opportunities,...	22	Experimental	—	—
82	Machine-Learning-Tokyo/AI-ML-Newsletter AI Digest: Monthly updates on AI and ML topics	22	Experimental	105	—
83	jordanmillisock/Awesome-AI-IT-LearningResource 🌐 Discover essential AI and IT learning resources, including projects,...	21	Experimental	—	—
84	Mewst1875/Articles 📄 Collect articles in PDF format, featuring searchable text and structured...	21	Experimental	—	—
85	alephpt/AI-Research Learning key AI and ML Concepts	21	Experimental	1	Python
86	NhanPhamThanh-IT/AI-Learning-And-Research A curated AI learning repository covering Machine Learning, Deep Learning,...	21	Experimental	15	Python
87	candostdagdeviren/flying-ml-dl-ai Just to keep track of nice blog posts and new announcements related to...	20	Experimental	8	—
88	Pseudo-Lab/ACH2021 Poster submitted by Pseudo Lab for ACH2021	19	Experimental	3	—
89	christabella/awesome-tech-gigs-for-social-good Jobs, internships, and work opportunities towards improving people's lives 🖖	19	Experimental	13	—
90	gurkanctn/awesome-links Useful links about software technologies.	19	Experimental	3	—
91	bartczernicki/Articles List of articles, blogs, publications focusing on Machine Intelligence,...	19	Experimental	3	—
92	MEPalma/HLNN-ReplicationPackage The repository for the replication package of the paper "On-the-Fly Syntax...	18	Experimental	2	ANTLR
93	alsaniie/All-Resources-of-Artificial-Intelligence This Repository contains all premium and free resources about Data science...	18	Experimental	2	—
94	drahulsingh/AI-and-ML-Resources Enhance your AI and ML journey with curated learning materials, libraries,...	18	Experimental	2	—
95	Onyx-AI-LLC/ONYX-AI-LEARNING A curated collection of learning resources aligned with ONYX AI LLC's...	17	Experimental	7	—
96	andalusia205091/aie-book 🤖 Explore AI Engineering with resources, chapter summaries, and tools to...	17	Experimental	2	Jupyter Notebook
97	CoderRakeshSharma/The-Source-Sphere 💻A comprehensive repository of tools, guides, and resources for developers...	17	Experimental	3	—
98	mikelaud/ai-certificates ai-certificates	17	Experimental	1	—
99	BryanBradfo/ai-residency-programs 📋 Find your AI residency programs 📍	16	Experimental	3	—
100	vismay03/ultimate-dev-resources A curated list of resources for developers	15	Experimental	2	—
101	gvegayon/book-ai "AI for the Scientist in a Hurry" or "Running Notes and Reflections About AI"	14	Experimental	1	TeX
102	atharva049/Master-Ai AI Mastery – A curated collection of AI tools, machine learning projects,...	14	Experimental	1	HTML
103	Sub-Rise/my-reads Curate insightful engineering blogs to enhance your understanding of...	14	Experimental	—	—
104	SeroRoch/MLJobSearch2025 📊 Discover top AI companies and access 100+ ML interview questions to...	14	Experimental	—	—
105	markolofernes/Machine-Learning-Jobs 🚀 Discover the latest machine learning engineer job opportunities for 2025,...	13	Experimental	—	HTML
106	alisamali-edu/AI-For-Cloud-Cybersecurity-Book English academic summary of the Persian book “AI for Cybersecurity in Cloud...	13	Experimental	—	—
107	Non-NeutralZero/articles Articles and technical deep dives on machine learning and deep learning	13	Experimental	—	HTML
108	AI4LAM/TeachingAndLearning A repository to organize materials from the AI4LAM Teach and Learning Working Group	13	Experimental	14	—
109	ajeetkbhardwaj/Book-AI Book-AI is the struggle of textual understanding to make practice practially...	13	Experimental	—	Jupyter Notebook
110	Technogeeksindia/-AI-Learning-Hub Your comprehensive guide to Artificial Intelligence - from fundamentals to...	13	Experimental	—	—
111	alisamali-edu/AI-For-Cloud-Resource-Optimization-Book English academic summary of the Persian book “AI for Cloud Resource...	13	Experimental	—	—
112	getvmio/free-artificial-intelligence-resources Artificial Intelligence Free Resources \| This repo collects 48 of free...	13	Experimental	3	—
113	ropbear/lfbr A collection of book recommendations from guests on the Lex Fridman Podcast...	13	Experimental	10	—
114	MoustafaMohamed01/ai-knowledge-hub A curated and continuously growing knowledge base of Kaggle discussions and...	13	Experimental	—	—
115	YasPHP/AI_Resources A comprehensive list of Artificial Intelligence resources for beginners....	12	Experimental	8	—
116	swrno/rfs Resources for Summer	12	Experimental	8	—
117	choo121600/AI-EVENT 인공지능 관련 행사 정보를 알려드립니다.	11	Experimental	4	—
118	kkris0/HiveMind Personal general collection of resources from variety of topics	11	Experimental	3	—
119	reddyapuru/e-book-code EXAMPLE CODE of e-book: DATABASE MANAGEMENT USING AI: A COMPREHENSIVE GUIDE...	11	Experimental	—	Jupyter Notebook
120	ucla-data-science-center/2023-05-08-UCLA Intro to AI for GLAM	11	Experimental	—	HTML
121	beiesp/International-Journal-of-Soft-Computing-and-Engineering-IJSCE- The International Journal of Soft Computing and Engineering (IJSCE) has...	11	Experimental	—	—
122	nocturnal-dimensions/nocturnal-dimensions.github.io Modest Contributions to the ongoing Research in the Field of Machine...	11	Experimental	—	HTML
123	opensourced-app/opensourced Build and share delightful machine learning apps, all in Python. 🌟 Star to...	11	Experimental	—	—
124	dataio-pl/learn-ml The content with links to self-paced learning materials related to ML.	11	Experimental	—	—
125	Adithyan-cb/NeuralNectar NeuralNectar is a curated collection of AI, ML, and DL resources, designed...	11	Experimental	—	—
126	sahilium/mila Machine Intelligence Learning Artificially	11	Experimental	—	—
127	benthecoder/ai-ml-dl-explained quality articles that explain concepts in AI	11	Experimental	3	—
128	bimalsagar/ai_resources This repository contains all the curated materials, blog links, books and...	11	Experimental	3	—
129	MvMukesh/AiCareerMaster Level Up Your AI Game: Free Resources for Data Science Enthusiasts Star⭐ me...	11	Experimental	3	—
130	MWFK/Live-Streaming AI, DS, and Cloud Live Streaming sessions and some In-person recorded...	11	Experimental	3	—
131	TaliResearch/Useful-Resources Reading, Articles, Research Papers, Events, Books, Opinions that are useful	11	Experimental	4	—
132	RichardRivaldo/AI_CG Computer Graphics and AI (ML DL included) compilations.	10	Experimental	2	Jupyter Notebook
133	wklee610/AI-study [AI / Machine Learning / Deep Learning] AI study	10	Experimental	2	—
134	MBZUAI-Research-Office/research_muchi research done at Prof Hung's Lab at MBZUAI	10	Experimental	2	Python
135	Aswin-Cheerngodan/AI-ML-Resources Curated collection of useful materials, tutorials, guides, and tools to help...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

free-ai-resources and AI-Study-Group (50 vs 47) free-ai-resources and Free-Artificial-Intelligence-Resources (50 vs 45) fiftyone-plugins and fiftyone-examples (55 vs 47)