AWS ML Certification ML Frameworks

Study materials, exam guides, and training resources for AWS Machine Learning certifications (ML-S, MLS-C01) and Udacity AWS ML Nanodegree programs. Does NOT include general ML frameworks, production ML tools, or non-AWS cloud certifications.

There are 24 aws ml certification frameworks tracked. 3 score above 50 (established tier). The highest-rated is aws-samples/aws-ai-ml-workshop-kr at 61/100 with 305 stars.

Get all 24 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=aws-ml-certification&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	aws-samples/aws-ai-ml-workshop-kr A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.	61	Established	305	Jupyter Notebook
2	ChandraLingam/AmazonSageMakerCourse In this AWS Machine Learning Specialty Course, You will gain first-hand...	51	Established	238	Jupyter Notebook
3	cu-sanjay/Amazon-ML-Summer-School-2025 Learn Machine Learning with Amazon's Summer School Program 2025. Access...	50	Established	170	—
4	Ditectrev/Amazon-Web-Services-Certified-AWS-Certified-Machine-Learning-MLS-C01-Practice-Tests-Exams-Question ⛳️ PASS: Amazon Web Services Certified (AWS Certified) Machine Learning...	49	Emerging	78	—
5	noahgift/aws-ml-guide [Video]AWS Certified Machine Learning-Specialty (ML-S) Guide	42	Emerging	122	Jupyter Notebook
6	FabG/ml-aws-specialty-lab Repo with resources to pass the AWS ML Specialty exam	41	Emerging	143	Jupyter Notebook
7	zabir-nabil/gcp-ml-certification A study guide for preparing for the GCP Professional Machine Learning...	40	Emerging	31	—
8	Shivansh2407/AWS-Machine-Learning-Foundations-Scholarship Udacity AWS ML Foundations Scholarship Course Walkthrough	37	Emerging	66	—
9	kiran-saikia/AWS--MLS-C01--studypack Practice questions and answers for the AWS Certified Machine Learning –...	37	Emerging	3	—
10	theNicelander/AWS-Certified-Machine-Learning-Study-Notes 2019 AWS Certified Machine Learning – Study Notes	36	Emerging	44	—
11	icoxfog417/mlnote-note 機械学習帳を学ぶノート	35	Emerging	222	Jupyter Notebook
12	akshatprogrammer/Amazon-ML-Challenge Product Browse Node Classification	32	Emerging	44	Jupyter Notebook
13	vvead/AWS-Machine-Learning AWS Maching Learning Foundations Scholarship	28	Experimental	12	Jupyter Notebook
14	Azure/machine-learning-best-practices Practices and Tips for Machine Learning with Azure (Japanese)	26	Experimental	23	HTML
15	gopikrsmscs/aws-ml-specialty-exam-guide A detailed cheat sheet for AWS Certified Machine Learning - Specialty Exam.	24	Experimental	4	—
16	jesussantana/AWS-Machine-Learning-Foundations AWS Machine Learning Engineer Scholarship Program	23	Experimental	6	HTML
17	Ernyoke/certified-aws-machine-learning-specialty AWS Certified Machine Learning - Specialty Exam Preparation Notes	21	Experimental	13	—
18	piyush26arora/AmazonMLSS22 Repository containing important ML concepts and algorithms, discussed in...	18	Experimental	22	Jupyter Notebook
19	Infiniper/Amazon-ML-Challenge-2025 Amazon ML Challenge 2025 – Smart Product Pricing	15	Experimental	6	Jupyter Notebook
20	AndrewOdelade/I-Pass-DVA-C02-Exam-2026 📚 Master the DVA-C02 exam with reliable practice tests and clear...	14	Experimental	—	—
21	amolosky/azure-ai-ml Over 25 full examples for getting started (or leveling up) your Azure AI and...	13	Experimental	2	C#
22	Moe-Zbeeb/Needle-Haven Associated with Amazon Web Services (AWS)	12	Experimental	—	CSS
23	azurespheredev/Azure_Learning-Sandbox A comprehensive open-source repository providing tutorials and guides for...	11	Experimental	2	Shell
24	konabuta/azure-machine-learning-basic Azure Machine Learning 基本機能に関するハンズオン資料	10	Experimental	1	Jupyter Notebook

Comparisons in this category

ml-aws-specialty-lab and certified-aws-machine-learning-specialty (41 vs 21) Amazon-Web-Services-Certified-AWS-Certified-Machine-Learning-MLS-C01-Practice-Tests-Exams-Question and AWS--MLS-C01--studypack (49 vs 37) AWS-Machine-Learning-Foundations-Scholarship and AWS-Machine-Learning (37 vs 28) AWS-Machine-Learning-Foundations-Scholarship and AWS-Machine-Learning-Foundations (37 vs 23) AWS-Certified-Machine-Learning-Study-Notes and certified-aws-machine-learning-specialty (36 vs 21) AWS-Machine-Learning and AWS-Machine-Learning-Foundations (28 vs 23)