Structured Learning Challenges ML Frameworks

Multi-day learning journeys (30-100+ days) with sequential projects and milestones in ML/DL/Data Science. Does NOT include one-off projects, interview prep collections, or specialized single-domain tools.

There are 69 structured learning challenges frameworks tracked. 5 score above 50 (established tier). The highest-rated is rojaAchary/30-Days-of-ML-Kaggle at 59/100 with 216 stars.

Get all 69 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=structured-learning-challenges&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	rojaAchary/30-Days-of-ML-Kaggle Machine learning beginner to Kaggle competitor in 30 days. Non-coders...	59	Established	216	Jupyter Notebook
2	MLEveryday/100-Days-Of-ML-Code 100-Days-Of-ML-Code中文版	51	Established	22,212	Jupyter Notebook
3	ThinamXx/300Days__MachineLearningDeepLearning I am sharing my Journey of 300DaysOfData in Machine Learning and Deep Learning.	51	Established	577	—
4	Avik-Jain/100-Days-Of-ML-Code 100 Days of ML Coding	51	Established	49,818	—
5	harinij/100DaysOfCode #100DaysOfCode - Learn by developing 100 unique apps to explore exciting tech stacks	50	Established	226	JavaScript
6	lucifertrj/100DaysOfML 100 Days Of Machine Learning. New Content in every 1-2 day and projects...	49	Emerging	175	Jupyter Notebook
7	ThinamXx/66Days__NaturalLanguageProcessing I am sharing my Journey of 66DaysofData in Natural Language Processing.	48	Emerging	190	—
8	MLEveryday/60_Days_RL_Challenge 60_Days_RL_Challenge中文版	47	Emerging	157	Jupyter Notebook
9	Git-Commit-Show/100-Days-of-Code 100 Days of Code Learning program to keep a habit of coding daily and learn...	47	Emerging	55	—
10	Mayurji/MLWithPytorch Objective of the repository is to learn and build machine learning models...	45	Emerging	130	Python
11	anurag629/50-Days-Data-Science A 50-Day Guide to Becoming a Data Scientist with Python, SQL, and Machine Learning	44	Emerging	70	Jupyter Notebook
12	Rudra-G-23/100-days-of-manchine-learning A complete and in-depth machine learning resource containing detailed notes,...	42	Emerging	3	Jupyter Notebook
13	harunurrashid97/100-Days-Of-ML-Code A day to day plan for this challenge. Covers both theoritical and practical aspects	42	Emerging	227	Jupyter Notebook
14	regmi-saugat/66Days_MachineLearning I am sharing my journey of 66DaysOfData in Machine Learning	42	Emerging	57	—
15	ds-teja/100_Days_MLDL Hello Data Enthusiast! I will be updating my 100-day Journey here along with...	41	Emerging	213	Jupyter Notebook
16	mankarsnehal/100-Days-of-Code-Data-Science Starting a 100 Days Code Challenge for Learning Data Science from Scratch	41	Emerging	182	Jupyter Notebook
17	dhrupad17/100-Days-of-Deep-Learning Its the practice repository covering all the concepts @campusx-official has...	40	Emerging	19	Jupyter Notebook
18	prakhar21/50-Days-of-ML A day to day plan for this challenge (50 Days of Machine Learning) . Covers...	40	Emerging	258	Jupyter Notebook
19	Aswinramesh04/100-Days-of-DataScience Greetings! 👋 I'm Loga Aswin, diving into a 100-day data science immersion...	40	Emerging	209	Jupyter Notebook
20	mandliya/ml A 60 days+ streak of daily learning of ML/DL/Maths concepts through projects	38	Emerging	121	Jupyter Notebook
21	Serhii2009/ml_fundamentals_challenge A comprehensive 30-day structured learning journey from ML fundamentals to...	37	Emerging	15	Python
22	SamarthGarge/30-Days-Of-DataScience 📊 30 Days of Data Science is a daily challenge to guide you through Data...	36	Emerging	41	—
23	mrankitgupta/Python-Libraries-Roadmap I am sharing lessons in various Python Libraries from scratch to...	34	Emerging	9	Python
24	levintech/60-Days-of-Data-Science-and-ML 60 Days of Data Science and ML	33	Emerging	28	Jupyter Notebook
25	DennisxB/300Days__MachineLearningDeepLearning In this repository, I am sharing my Journey of 300DaysOfData in Machine...	33	Emerging	8	—
26	aiden200/robotics_from_scratch 100 Day challenge. Learning how to make a robot walk in real life from scratch!	32	Emerging	5	Python
27	edaaydinea/365-days-of-code-2022 This coding challenge is created by Eda AYDIN. This coding challenge aims to...	31	Emerging	18	Java
28	Amey-Thakur/JULIA 50-Day Julia Programming Challenge by Amey Thakur and Mega Satish, focused...	30	Emerging	8	Julia
29	francescodisalvo05/66DaysOfData #66DaysOfData challenge in Financial Machine Learning and NLP	29	Experimental	24	Jupyter Notebook
30	LuluW8071/Data-Science From Python basics to Machine Learning and PyTorch Deep Learning - one day...	28	Experimental	10	Jupyter Notebook
31	Harsh188/100-Days-of-ML-Pt2 100 Day ML Challenge to learn and develop machine learning products. Since...	27	Experimental	13	Jupyter Notebook
32	humayuntanwar/100-days-of-Machine-Learning A Repository for Machine Learning Algorithms for easy Understanding	27	Experimental	12	Jupyter Notebook
33	swapnilsparsh/30DaysOfML Collection of Notebooks from 30 Days of ML Challenge	27	Experimental	13	Jupyter Notebook
34	tarunnegi196/100-Days-of-ML-Handwritten-Notes My "50 page" handwritten notes while following the popular "100 Days of...	26	Experimental	12	—
35	SuhanVerse/LSPP60days-Challenge 60‑day learning challenge: Embedded Rust Day 1–30 → Python & AI Day 31–60.	25	Experimental	5	Python
36	Khanna-Aman/GFG_21_days_21_projects A comprehensive 21-day journey through modern AI and Machine Learning,...	24	Experimental	3	Jupyter Notebook
37	gdscuiz/30daysofml Welcome to the @GDSCUIZ & @TFUGAgadir, 30 Days of Machine Learning. The...	24	Experimental	5	—
38	Profzubbyd/66DaysofData My 66 days journey into the world of Data Science	24	Experimental	5	—
39	Pratham1603/ML-first-principles-100days Learning ML in 100days from first principal point of view!	22	Experimental	—	HTML
40	ehtisham-sadiq/100-Days-of-Machine-Learning "100-days-of-machine-learning" is a repository containing a comprehensive...	22	Experimental	6	Jupyter Notebook
41	divyanshugit/66DaysOfData This repo contains the source code for a static webpage where you can find...	20	Experimental	6	HTML
42	Ni2thin/30DaysOfComputerVision One month, one goal - Mastering fundamentals of CV through persistence,...	20	Experimental	5	Jupyter Notebook
43	jumpingchu/30-Days-of-ML 【Kaggle Challenge】 Beginner-Friendly 30 Days of ML -- Level up in data...	20	Experimental	11	Jupyter Notebook
44	GarimaPaudel/100-Days-of-Data-Science 100 days of Data Science Journey.	19	Experimental	14	Jupyter Notebook
45	terminalai/30-seconds-of-ml All the little code snippets you need to do everything you want in ML.	18	Experimental	2	Python
46	Jeet0809/Das_Coder_ML-Engineer-Journey-2027 📊 ML Engineer Transformation: 1,872 learning hours over 24 months Oct 2025 →...	18	Experimental	1	—
47	dev-madhurendra/100-Days-Of-Machine-Learning "100 Days of Machine Learning" is a structured 100-day self-learning...	17	Experimental	1	—
48	zohaib304/MachineLearning 100 Days of Machine Learing	16	Experimental	1	Jupyter Notebook
49	Ayush-kr-jha/100-Days-ML-Journey My 100-day journey of learning Machine Learning through hands-on notebooks...	15	Experimental	2	HTML
50	Sravyatogarla/Edureka-Data-Science-DIY A complete collection of hands-on DIY projects from the Edureka Data Science...	15	Experimental	—	Jupyter Notebook
51	Kritimbist/365-Days-of-GitHub-Challenge-AI-Machine-learning This repository is part of my 365 Days Challenge: AI × Machine learning,...	15	Experimental	1	Python
52	Ramsi-K/300-days-of-code This repository is a 300-day coding challenge focused on vision...	14	Experimental	6	—
53	sanyogitasinghbgm-spec/100DaysOfML Documenting my #100DaysOfMLChallenge where I learn and implement machine...	14	Experimental	—	Python
54	Shriharsh-Deshmukh/100-Days-100-Models 100 Days 100 Models is a curated collection of 100 machine learning...	13	Experimental	—	Jupyter Notebook
55	avionics18/100-days-of-machine-learning Notes & Codes for 100 Days of ML by CampusX	13	Experimental	—	JavaScript
56	SumitxThokar/66DaysofML My Machine learning, Deep learning Journey.	13	Experimental	4	Jupyter Notebook
57	Devparihar5/30-Day-Machine-Learning-Challange Machine Learning 30 Day Challange	12	Experimental	7	Jupyter Notebook
58	munniomer/My-100-days-of-ML My progress log, resources, and projects I have worked on during the 100...	12	Experimental	1	—
59	TheNaveenGuptaa/360Days-Data-Science-Rush In this github repository , I will be posting daily under my 360 days...	12	Experimental	7	Jupyter Notebook
60	marsguo18/Teach-My-Grandpa-AI I think the best way of learning is sharing. So I decide to start up a 100...	12	Experimental	7	Jupyter Notebook
61	ahammadmejbah/The-90-Day-PyTorch-Mastery-Roadmap Embark on a 90-day journey to master PyTorch! From tensor basics to advanced...	12	Experimental	1	Jupyter Notebook
62	Warishayat/MachineLearning-DeepLearning_DataScience100-Days This 100-day series focuses on Machine Learning and Deep Learning, offering...	12	Experimental	7	Jupyter Notebook
63	ashwinjain10320/20-days-of-ML-challenge Working on all different kinds of data sets and gaining insights using...	11	Experimental	3	Jupyter Notebook
64	AdilShamim8/50-Days-of-Machine-Learning 50 Days of Machine Learning is an immersive project designed to guide...	11	Experimental	4	Jupyter Notebook
65	darabiana/100D_ml_code_mirror 100 Days of Machine Learning Code	11	Experimental	—	—
66	Armos05/15-Days This repository contains 15 days of instructions for learning SQL, AWS,...	11	Experimental	—	—
67	alazkiyai09/Machine-Learning-Engineer-Project 30-day machine learning engineering journey documenting daily progress and...	11	Experimental	—	—
68	Anann99/100DaysofMLCode Track my daily progress in ML and data related domains!	11	Experimental	—	—
69	washimimizuku/30-days-rust-data-ai Rust programming bootcamp exploring systems programming applications in data...	10	Experimental	1	Rust

Comparisons in this category

100-Days-Of-ML-Code and 50-Days-of-ML (51 vs 40) 100-Days-Of-ML-Code and 100_Days_MLDL (51 vs 41) 100-Days-Of-ML-Code and 100-Days-of-Code-Data-Science (51 vs 41) 100-Days-Of-ML-Code and 100DaysOfML (51 vs 49) 100-Days-Of-ML-Code and 100_Days_MLDL (51 vs 41) 100-Days-Of-ML-Code and 100-Days-of-Code-Data-Science (51 vs 41) 100-Days-Of-ML-Code and 100DaysOfML (51 vs 49) 300Days__MachineLearningDeepLearning and 100_Days_MLDL (51 vs 41) 300Days__MachineLearningDeepLearning and 66Days__NaturalLanguageProcessing (51 vs 48) 300Days__MachineLearningDeepLearning and 66Days_MachineLearning (51 vs 42)