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 69 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	ajaymache/machine-learning-yearning Machine Learning Yearning book by 🅰️𝓷𝓭𝓻𝓮𝔀 🆖	51	Established	1,127	—
4	MrinmoiHossain/Online-Courses-Learning Contains the online course about Data Science, Machine Learning, Programming...	51	Established	417	JavaScript
5	jxareas/Machine-Learning-Notebooks The full collection of Jupyter Notebook labs from Andrew Ng's Machine...	51	Established	389	Jupyter Notebook
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	Ebimsv/Machine_Learning_Course ML course at Tarbiat Modares University	40	Emerging	37	Jupyter Notebook
13	moshesipper/Applied-Machine-Learning-Course This course covers the applied side of algorithmics in machine learning,...	38	Emerging	54	Python
14	SayanSeth/Introduction-to-Data-Science-in-Python Assignments and Resources for Introduction to Data Science in Python course...	38	Emerging	41	Jupyter Notebook
15	levintech/kaggle-courses Courses on Kaggle	37	Emerging	72	Jupyter Notebook
16	hichemfelouat/ML_DL_Course Machine Learning and Deep Learning Course	37	Emerging	78	—
17	Intro-Course-AI-ML/LessonMaterials Open Sourced Curriculum and Lessons for an Introductory AI/ML Course	35	Emerging	179	Jupyter Notebook
18	AmirMardan/ml_course This repository belongs to the course of machine learning with Python which...	33	Emerging	20	Jupyter Notebook
19	agoor97/Code-for-my-Courses-Mohammed-Agoor This Repository collects all my code materials for all my courses...	33	Emerging	50	Jupyter Notebook
20	simplerhacking/Evilginx-Course Repository for uploading all extra resources for students enrolled in...	32	Emerging	31	—
21	azminewasi/Coursera Repo for all my Coursera Course Exercises, Materials and Certificates	32	Emerging	21	—
22	SumuduTennakoon/MachineLearningFoundations Repository containing the teaching/learning materials of the Machine Learnng...	31	Emerging	10	Jupyter Notebook
23	qazimsajjad/Machine-Learning-Course This repository provides a comprehensive machine learning course with...	31	Emerging	5	Jupyter Notebook
24	scheshmi/CS-SBU-MachineLearning-2023 Machine Learning Course of Computer Science Faculty of Shahid Beheshti...	31	Emerging	13	Jupyter Notebook
25	subhankar01/ML-DL-Courses Assignments and resources for Coursera Machine Learning by Andrew Ng, Udemy...	30	Emerging	14	Jupyter Notebook
26	QuanHNguyen232/Coursera_courses Specializations/Courses/Projects taken on Coursera	29	Experimental	11	Jupyter Notebook
27	arminnorouzi/machine_learning_course_UofA_MECE610 This course was developed to teach ML from scratch up to TensorFlow and...	29	Experimental	6	Jupyter Notebook
28	kinshuk4/MoocX My notes for the MOOCs	29	Experimental	8	Jupyter Notebook
29	urbanclimatefr/Coursera-Applied-Data-Science-with-Python This repository contains the materials to "Applied Data Science with...	28	Experimental	8	Jupyter Notebook
30	TSG405/Applied-Machine-Learning-in-Python This Repo contains - Starter files, Coursework, Programming Assignments for...	28	Experimental	11	Jupyter Notebook
31	Machine-Learning-OER-Collection/Machine-Learning-OER-Basics This repository contains teaching material for machine learning which is...	26	Experimental	7	Jupyter Notebook
32	salmankhaliq22/End-to-End-Machine-Learning-Course Complete Video Lessons, Notebooks, and Notes for an End-to-End Machine...	26	Experimental	5	—
33	aaditya29/Machine-Learning-Tutorial This repository is a curated collection of beginner to advanced level...	25	Experimental	6	Jupyter Notebook
34	yexf308/MachineLearning Machine Learning Course From Scratch	24	Experimental	13	Jupyter Notebook
35	MarcosSalib/Cocktail_MOOC AI in-depth material	24	Experimental	3	Jupyter Notebook
36	regmi-saugat/MachineLearning_DeepLearning In this repository, I will share my Machine Learning, Deep Learning & NLP...	24	Experimental	3	—
37	aradfarahani/KhUAdvanceGeoML The Advance Python and Machine Learning workshop was organized by the...	23	Experimental	27	Jupyter Notebook
38	SevdanurGENC/Applied-Machine-Learning-Lecture-Notes In this repo, there are lecture notes of Practical Applications of Machine Learning.	23	Experimental	6	Jupyter Notebook
39	mchiovaro/Introduction-to-ML An Introductory Course on Machine Learning, Tailored Toward Engineers	22	Experimental	12	Jupyter Notebook
40	gamalahmed3265/Machine-Learning Machine Learning course by Kirill Eremenko and Hadelin de Ponteves.	22	Experimental	10	Jupyter Notebook
41	norwegian-geotechnical-institute/ML_course_2022_0 Public ML-programming courses carried out by NGI. Focusing on geotechnical...	20	Experimental	13	Python
42	jpradas1/Applied_Machine-Learning_Python This repository contains the topics that were taught in the coursera course...	19	Experimental	10	Jupyter Notebook
43	Sayed-Husain/AI-and-Deep-Learning-Bootcamp Join us in this AI and Deep Learning Bootcamp Repository as we embark on a...	19	Experimental	10	Jupyter Notebook
44	IBMDeveloperMEA/YourPathToDeepLearning Sequel to our infamous Your Path to AI Series. We are introducing this new...	18	Experimental	4	—
45	dakshtrehan/Machine-Learning-Bootcamp This repository contains all the study material for Machine Learning for...	18	Experimental	6	Jupyter Notebook
46	zonghui0228/coursera-learning This repository is aimed to record my learning progress in Coursera.	18	Experimental	5	Jupyter Notebook
47	rashakil-ds/Complete-Deep-Learning Deep Learning & AI Full Course \| 60 Days of Deep Learning Sponsored by:...	18	Experimental	4	Jupyter Notebook
48	mirzayasirabdullahbaig07/Advanced-Machine-Learning This repo is dedicated to my learning journey in Machine Learning, covering...	17	Experimental	16	Python
49	DandaAkhilReddy/ml-bootcamp 🚀 Learn Machine Learning in 10 Days - Free, Interactive, Open-Source...	16	Experimental	1	HTML
50	yiqiao-yin/Fundamentals-in-Machine-Learning This is the Github repo for the field of Statistical Machine Learning. I set...	16	Experimental	3	HTML
51	samartho4/Machine-Learning This repository is continuously updated as I progress through my learning...	16	Experimental	4	Jupyter Notebook
52	JeffWang0325/Microsoft-DAT275X-Principles-of-Machine-Learning-Python-Edition In this data science course, you will be given clear explanations of machine...	15	Experimental	2	Jupyter Notebook
53	Nanangk/my_Coursera_Courses This repository contains all my exercises and projects when learning in Coursera	14	Experimental	1	Jupyter Notebook
54	HackyRoot/MLCC_Starter_Guide This guide provides basic technical and mathematical background required for...	14	Experimental	9	Jupyter Notebook
55	Tania526-sudo/machine-learning-fundamentals Course repository for Machine Learning Fundamentals: regression,...	14	Experimental	—	Jupyter Notebook
56	Michal-Radomski/Udemy-ML-and-DS-courses Machine learning and data science courses from Udemy.com	14	Experimental	—	Jupyter Notebook
57	lilike345/Gradio-Beginners-Course-2025 🚀 Build engaging web interfaces for machine learning models with this...	14	Experimental	—	Jupyter Notebook
58	firatolcum/Machine_Learning_Course This repository contains the Machine Learning lessons I took from the...	14	Experimental	9	Jupyter Notebook
59	AnshulOP/A-Z-Machine-Learning This repository contains the code related to machine learning knowledge....	13	Experimental	10	Jupyter Notebook
60	nhatkhangcs/Machine-Learning-HCMUT-Labs This repository contains the labs of Machine Learning course at HCMUT. The...	13	Experimental	8	Jupyter Notebook
61	dr-saad-la/UltimateMachineLearningPath Ultimate machine learning path	13	Experimental	7	Jupyter Notebook
62	Ruban2205/Machine_learning_fundamentals This repository contains a collection of fundamental topics and techniques...	13	Experimental	7	Jupyter Notebook
63	joseph-ishola/Machine_Learning_2023_OVGU Machine Learning for Chemical Engineering is a transformative course that...	13	Experimental	6	Jupyter Notebook
64	itu-ai/intro_to_ml_24 Cagan Kiper's Introduction to ML lecture notes and assets	12	Experimental	3	Jupyter Notebook
65	pourmand1376/ML-projects Machine Learning coursework (Sharif University of Technology)	12	Experimental	4	HTML
66	SevdanurGENC/Muhendishane-Gen-AI-Machine-Learning-Lecture-Notes This repo contains the course contents of the Machine Learning training that...	11	Experimental	2	Jupyter Notebook
67	arpankumarde/the-machine-learning-notes This repository contains a collection of machine learning course notes and...	11	Experimental	2	—
68	faizanahemad/ml-nlp-ai-online-courses All the coursera courses I did	11	Experimental	—	Java
69	naforoutan/machine-learning-labs This collection covers machine learning concepts from Andrew Ng's course,...	10	Experimental	3	Jupyter Notebook