ML Courses And Tutorials ML Frameworks

Complete courses and structured learning paths from platforms like Coursera, Udemy, Kaggle, and edX covering machine learning fundamentals, data science, and MLOps. Does NOT include individual project implementations, research papers, or specialized deep learning/neural network courses (covered by sibling categories).

There are 83 ml courses and tutorials frameworks tracked. 6 score above 50 (established tier). The highest-rated is SharifiZarchi/Introduction_to_Machine_Learning at 52/100 with 2,036 stars.

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#	Framework	Score	Tier	Stars	Language
1	SharifiZarchi/Introduction_to_Machine_Learning Machine Learning Course, Sharif University of Technology	52	Established	2,036	Jupyter Notebook
2	davidrpugh/machine-learning-for-tabular-data Repository of course materials for a multi-day course on machine learning...	52	Established	52	Jupyter Notebook
3	jxareas/Machine-Learning-Notebooks The full collection of Jupyter Notebook labs from Andrew Ng's Machine...	51	Established	389	Jupyter Notebook
4	MrinmoiHossain/Online-Courses-Learning Contains the online course about Data Science, Machine Learning, Programming...	51	Established	417	JavaScript
5	ajaymache/machine-learning-yearning Machine Learning Yearning book by 🅰️𝓷𝓭𝓻𝓮𝔀 🆖	51	Established	1,127	—
6	noahgift/cloud-data-analysis-at-scale [Course-2020-2023] taught at Duke MIDS. This is also a Coursera Course that...	50	Established	146	Jupyter Notebook
7	GreenGilad/IML.HUJI GitHub repository of the Introduction to Machine Learning course in the...	49	Emerging	50	Jupyter Notebook
8	dair-ai/ML-Course-Notes 🎓 Sharing machine learning course / lecture notes.	48	Emerging	6,405	—
9	iacopomasi/AI-ML-Unit-2 Course Material for Artificial Intelligence and Machine Learning - Unit 2 @...	48	Emerging	49	Jupyter Notebook
10	42-AI/bootcamp_machine-learning Bootcamp to learn the basics for Machine Learning	46	Emerging	233	TeX
11	instillai/machine-learning-course :speech_balloon: Machine Learning Course with Python:	42	Emerging	7,051	Python
12	AmirMardan/ml_course This repository belongs to the course of machine learning with Python which...	40	Emerging	20	Jupyter Notebook
13	Ebimsv/Machine_Learning_Course ML course at Tarbiat Modares University	40	Emerging	37	Jupyter Notebook
14	azminewasi/Coursera Repo for all my Coursera Course Exercises, Materials and Certificates	39	Emerging	21	—
15	qazimsajjad/Machine-Learning-Course This repository provides a comprehensive machine learning course with...	38	Emerging	5	Jupyter Notebook
16	SumuduTennakoon/MachineLearningFoundations Repository containing the teaching/learning materials of the Machine Learnng...	38	Emerging	10	Jupyter Notebook
17	SayanSeth/Introduction-to-Data-Science-in-Python Assignments and Resources for Introduction to Data Science in Python course...	38	Emerging	41	Jupyter Notebook
18	scheshmi/CS-SBU-MachineLearning-2023 Machine Learning Course of Computer Science Faculty of Shahid Beheshti...	38	Emerging	13	Jupyter Notebook
19	moshesipper/Applied-Machine-Learning-Course This course covers the applied side of algorithmics in machine learning,...	38	Emerging	54	Python
20	levintech/kaggle-courses Courses on Kaggle	37	Emerging	72	Jupyter Notebook
21	hichemfelouat/ML_DL_Course Machine Learning and Deep Learning Course	37	Emerging	78	—
22	subhankar01/ML-DL-Courses Assignments and resources for Coursera Machine Learning by Andrew Ng, Udemy...	37	Emerging	14	Jupyter Notebook
23	arminnorouzi/machine_learning_course_UofA_MECE610 This course was developed to teach ML from scratch up to TensorFlow and...	36	Emerging	6	Jupyter Notebook
24	kinshuk4/MoocX My notes for the MOOCs	36	Emerging	8	Jupyter Notebook
25	QuanHNguyen232/Coursera_courses Specializations/Courses/Projects taken on Coursera	36	Emerging	11	Jupyter Notebook
26	urbanclimatefr/Coursera-Applied-Data-Science-with-Python This repository contains the materials to "Applied Data Science with...	35	Emerging	8	Jupyter Notebook
27	Intro-Course-AI-ML/LessonMaterials Open Sourced Curriculum and Lessons for an Introductory AI/ML Course	35	Emerging	179	Jupyter Notebook
28	TSG405/Applied-Machine-Learning-in-Python This Repo contains - Starter files, Coursework, Programming Assignments for...	35	Emerging	11	Jupyter Notebook
29	salmankhaliq22/End-to-End-Machine-Learning-Course Complete Video Lessons, Notebooks, and Notes for an End-to-End Machine...	33	Emerging	5	—
30	agoor97/Code-for-my-Courses-Mohammed-Agoor This Repository collects all my code materials for all my courses...	33	Emerging	50	Jupyter Notebook
31	Machine-Learning-OER-Collection/Machine-Learning-OER-Basics This repository contains teaching material for machine learning which is...	33	Emerging	7	Jupyter Notebook
32	simplerhacking/Evilginx-Course Repository for uploading all extra resources for students enrolled in...	32	Emerging	31	—
33	aaditya29/Machine-Learning-Tutorial This repository is a curated collection of beginner to advanced level...	32	Emerging	6	Jupyter Notebook
34	regmi-saugat/MachineLearning_DeepLearning In this repository, I will share my Machine Learning, Deep Learning & NLP...	31	Emerging	3	—
35	yexf308/MachineLearning Machine Learning Course From Scratch	31	Emerging	13	Jupyter Notebook
36	MarcosSalib/Cocktail_MOOC AI in-depth material	31	Emerging	3	Jupyter Notebook
37	aradfarahani/KhUAdvanceGeoML The Advance Python and Machine Learning workshop was organized by the...	30	Emerging	27	Jupyter Notebook
38	SevdanurGENC/Applied-Machine-Learning-Lecture-Notes In this repo, there are lecture notes of Practical Applications of Machine Learning.	30	Emerging	6	Jupyter Notebook
39	mchiovaro/Introduction-to-ML An Introductory Course on Machine Learning, Tailored Toward Engineers	29	Experimental	12	Jupyter Notebook
40	gamalahmed3265/Machine-Learning Machine Learning course by Kirill Eremenko and Hadelin de Ponteves.	29	Experimental	10	Jupyter Notebook
41	norwegian-geotechnical-institute/ML_course_2022_0 Public ML-programming courses carried out by NGI. Focusing on geotechnical...	27	Experimental	13	Python
42	Sayed-Husain/AI-and-Deep-Learning-Bootcamp Join us in this AI and Deep Learning Bootcamp Repository as we embark on a...	26	Experimental	10	Jupyter Notebook
43	jpradas1/Applied_Machine-Learning_Python This repository contains the topics that were taught in the coursera course...	26	Experimental	10	Jupyter Notebook
44	zonghui0228/coursera-learning This repository is aimed to record my learning progress in Coursera.	25	Experimental	5	Jupyter Notebook
45	rashakil-ds/Complete-Deep-Learning Deep Learning & AI Full Course \| 60 Days of Deep Learning Sponsored by:...	25	Experimental	4	Jupyter Notebook
46	IBMDeveloperMEA/YourPathToDeepLearning Sequel to our infamous Your Path to AI Series. We are introducing this new...	25	Experimental	4	—
47	dakshtrehan/Machine-Learning-Bootcamp This repository contains all the study material for Machine Learning for...	25	Experimental	6	Jupyter Notebook
48	yiqiao-yin/Fundamentals-in-Machine-Learning This is the Github repo for the field of Statistical Machine Learning. I set...	23	Experimental	3	HTML
49	samartho4/Machine-Learning This repository is continuously updated as I progress through my learning...	23	Experimental	4	Jupyter Notebook
50	JeffWang0325/Microsoft-DAT275X-Principles-of-Machine-Learning-Python-Edition In this data science course, you will be given clear explanations of machine...	22	Experimental	2	Jupyter Notebook
51	HackyRoot/MLCC_Starter_Guide This guide provides basic technical and mathematical background required for...	21	Experimental	9	Jupyter Notebook
52	firatolcum/Machine_Learning_Course This repository contains the Machine Learning lessons I took from the...	21	Experimental	9	Jupyter Notebook
53	Nanangk/my_Coursera_Courses This repository contains all my exercises and projects when learning in Coursera	21	Experimental	1	Jupyter Notebook
54	DandaAkhilReddy/ml-bootcamp 🚀 Learn Machine Learning in 10 Days - Free, Interactive, Open-Source...	20	Experimental	1	HTML
55	AnshulOP/A-Z-Machine-Learning This repository contains the code related to machine learning knowledge....	20	Experimental	10	Jupyter Notebook
56	nhatkhangcs/Machine-Learning-HCMUT-Labs This repository contains the labs of Machine Learning course at HCMUT. The...	20	Experimental	8	Jupyter Notebook
57	dr-saad-la/UltimateMachineLearningPath Ultimate machine learning path	20	Experimental	7	Jupyter Notebook
58	Ruban2205/Machine_learning_fundamentals This repository contains a collection of fundamental topics and techniques...	20	Experimental	7	Jupyter Notebook
59	joseph-ishola/Machine_Learning_2023_OVGU Machine Learning for Chemical Engineering is a transformative course that...	20	Experimental	6	Jupyter Notebook
60	mirzayasirabdullahbaig07/Advanced-Machine-Learning This repo is dedicated to my learning journey in Machine Learning, covering...	19	Experimental	16	Python
61	itu-ai/intro_to_ml_24 Cagan Kiper's Introduction to ML lecture notes and assets	19	Experimental	3	Jupyter Notebook
62	pourmand1376/ML-projects Machine Learning coursework (Sharif University of Technology)	19	Experimental	4	HTML
63	arpankumarde/the-machine-learning-notes This repository contains a collection of machine learning course notes and...	18	Experimental	2	—
64	SevdanurGENC/Muhendishane-Gen-AI-Machine-Learning-Lecture-Notes This repo contains the course contents of the Machine Learning training that...	18	Experimental	2	Jupyter Notebook
65	naforoutan/machine-learning-labs This collection covers machine learning concepts from Andrew Ng's course,...	17	Experimental	3	Jupyter Notebook
66	Tania526-sudo/machine-learning-fundamentals Course repository for Machine Learning Fundamentals: regression,...	14	Experimental	—	Jupyter Notebook
67	lilike345/Gradio-Beginners-Course-2025 🚀 Build engaging web interfaces for machine learning models with this...	14	Experimental	—	Jupyter Notebook
68	Michal-Radomski/Udemy-ML-and-DS-courses Machine learning and data science courses from Udemy.com	14	Experimental	—	Jupyter Notebook
69	yaramohamadi/Machine_Learning_intro This course is a practical introduction into machine learning with python....	13	Experimental	9	Jupyter Notebook
70	faizanahemad/ml-nlp-ai-online-courses All the coursera courses I did	13	Experimental	—	Java
71	andidprastyo/ML-2023 This repository contains the course materials, exercises, and resources for...	12	Experimental	6	Jupyter Notebook
72	fkraeutli/what-machines-cant-learn The syllabus for the course What Machines Can't Learn, a critical and...	12	Experimental	5	Jupyter Notebook
73	InflixOP/Machine-Learning This course covers various topics, including the 6-step machine learning...	12	Experimental	6	Jupyter Notebook
74	fau-masters-collected-works-cgarbin/machine-learning-but-not-understanding Are machines "learning" anything? This repository explores some of the...	11	Experimental	—	Jupyter Notebook
75	Andnog/Machine-Learning-Course This repository contains resources for a crash machine learning course, with...	11	Experimental	—	Jupyter Notebook
76	imwrdo/artificial-intelligence ML course on Gdansk University of Technology	11	Experimental	—	Python
77	angchekar28/Machine-Learning-AZ Machine Learning A-Z: AI & Python [2025] - Course Codes This repo contains...	11	Experimental	—	Jupyter Notebook
78	KoloNaukowe-RAI/Kurs-Machine-Learning A repository with materials for Machine Learning Course	11	Experimental	4	Jupyter Notebook
79	Matin-Alishani02/machine_learning_course his repository is for a machine learning course on my YouTube channel.	11	Experimental	4	—
80	madvid/42_ml_modules [42 curriculum] One week to learn basics in Machine Learning! 🤖 (well, as...	11	Experimental	3	—
81	lukeconibear/intro_ml Short course: Introduction to Machine Learning	11	Experimental	—	—
82	Tanwar-12/Kaggle-Courses Kaggle Course	10	Experimental	2	Jupyter Notebook
83	ElBi21/TheMachineLearns Collection of tools and notes from the "Artificial Intelligence and Machine...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

Introduction_to_Machine_Learning and Machine_Learning_Course (52 vs 40)