Generative AI Workshops Generative AI Tools

Educational workshops, tutorials, and hands-on learning materials for teaching generative AI fundamentals across cloud platforms (Azure, GCP, AWS). Does NOT include complete AI applications, production tools, or specialized domain implementations.

There are 101 generative ai workshops tools tracked. 5 score above 50 (established tier). The highest-rated is GoogleCloudPlatform/vertex-ai-samples at 67/100 with 663 stars. 1 of the top 10 are actively maintained.

Get all 101 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=generative-ai&subcategory=generative-ai-workshops&limit=20"

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

#	Tool	Score	Tier	Stars	Language
1	GoogleCloudPlatform/vertex-ai-samples Notebooks, code samples, sample apps, and other resources that demonstrate...	67	Established	663	Jupyter Notebook
2	GoogleCloudPlatform/applied-ai-engineering-samples This repository compiles code samples and notebooks demonstrating how to use...	54	Established	830	Jupyter Notebook
3	neo4j-partners/hands-on-lab-neo4j-and-google Hands on Lab for Neo4j and Google	54	Established	121	Jupyter Notebook
4	streamlit/30DaysOfAI 30 Days of AI	50	Established	210	Python
5	lynnlangit/learning-cloud Courses, sample code, articles & screencasts - AWS, Azure, & GCP	50	Established	679	Jupyter Notebook
6	googleforgames/GenAI-quickstart Google for Games Generative AI Quickstart	49	Emerging	50	Python
7	oracle-quickstart/oci-ai-blueprints Deploy, manage and monitor Gen AI workloads in minutes in your own tenancy...	49	Emerging	47	HCL
8	arm-education/AI-on-Arm Hands-on course materials for deploying and optimizing generative AI on Arm...	46	Emerging	24	Jupyter Notebook
9	neo4j-partners/neo4j-and-azure-lab Hands on lab for Neo4j and Microsoft Azure	45	Emerging	20	Python
10	Seeed-Projects/jetson-examples The jetson-examples repository by Seeed Studio offers a seamless, one-line...	44	Emerging	247	Shell
11	neo4j-partners/hands-on-lab-neo4j-and-gemini Hands on Lab for Neo4j and Google Gemini	43	Emerging	120	Jupyter Notebook
12	generative-computing/mellea-contribs mellea-contribs is an incubation point for contributions to the Mellea ecosystem.	43	Emerging	3	Python
13	lucagioacchini/auto-pen-bench This repo contains the codes of the penetration test benchmark for...	42	Emerging	68	Python
14	vectice/GettingStarted Versioned samples and tutorials to get started with Vectice.	41	Emerging	14	Jupyter Notebook
15	microsoft/ForBeginners The "For Beginners" template provides a starter repository for building...	40	Emerging	10	Bicep
16	STRIDES/NIHCloudLabGCP Documentation and tutorials on using GCP for biomedical research	40	Emerging	35	Jupyter Notebook
17	aws-samples/sample-gen-ai-evaluations-workshop This workshop teaches systematic approaches to evaluating Generative AI...	38	Emerging	27	Jupyter Notebook
18	a-s-g93/neo4j-runway End to end solution for migrating CSV data into a Neo4j graph using an LLM...	36	Emerging	139	Python
19	microsoft/azurekorea This repository hosts the Azure Tech Blog, authored by Microsoft Korea...	36	Emerging	4	JavaScript
20	microsoft/aitour26-LTG151-build-trustworthy-ai-with-systematic-evaluations-in-microsoft-foundry Learn to build trustworthy AI with systematic evaluations in Azure AI...	36	Emerging	6	Jupyter Notebook
21	Ishita95-Harvard/Ishita95-Harvard CloudComputing	35	Emerging	1	—
22	lucagioacchini/genai-pentest-paper This repo contains the codes for the experiments of the paper "AutoPenBench:...	34	Emerging	13	Python
23	augustorosa/snowflake-snowpro-specialty-genai-study-notes This repository contains comprehensive study notes for the Snowflake SnowPro...	34	Emerging	18	—
24	kasztp/dbx-exam-guide Databricks Certifications - Exam prep guide	32	Emerging	1	HTML
25	drahulsingh/AI-900-Azure-AI-Fundamentals-Cheat-Sheet A comprehensive cheat sheet for the AI-900 Azure AI Fundamentals exam...	32	Emerging	24	—
26	aws-samples/genai-system-evaluation A set of examples demonstrating how to evaluate Generative AI augmented...	32	Emerging	11	Jupyter Notebook
27	denniszielke/discover-ai Demos for the Discovery Hour GenerativeAI on Azure	32	Emerging	7	Jupyter Notebook
28	chriscrcodes/talk-to-your-factory 'Talk to Your Factory' demo leveraging Edge (Azure IoT Operations), Cloud...	31	Emerging	24	Python
29	mariocuomo/Experimenting-With-Security-Copilot This repository contains some experiments I have done with Security Copilot...	31	Emerging	9	HTML
30	ricky-stone/SwiftFM Super-simple API for working with Foundation Models in Swift	31	Emerging	11	Swift
31	maree217/azure-enterprise-solutions-architecture Azure Enterprise Solutions Architecture - Center of Excellence showcasing...	29	Experimental	2	PowerShell
32	ksmin23/my-gcp-practitioners-playbook A personal playbook for fellow GCP practitioners, born from real-world...	29	Experimental	3	—
33	bhattbhavesh91/pycon-india-neo4j-workshop Exploratory Workshop on the integration of Python and Neo4j, followed by the...	29	Experimental	9	Jupyter Notebook
34	Graiphic/GO-Whitepapers Collection of Graiphic whitepapers covering SOTA, GO HW, GO GenAI, and GO...	28	Experimental	1	—
35	STRIDES/NIHCloudLabAWS Documentation and tutorials on using AWS for biomedical research	27	Experimental	18	Jupyter Notebook
36	chetan-hireholi/ansible-wca-demo-kit This Repo is archived and no longer updated. Please go to our new WCA...	26	Experimental	16	Jinja
37	Azure-Samples/serverless-recipes-javascript Collection of code examples demonstrating how to build serverless...	26	Experimental	4	JavaScript
38	ThomasVitale/symphony-for-dev-and-platform Source code for the presentation "Building AI-Ready Platforms - Symphony for...	26	Experimental	5	Java
39	sondosaabed/Introducing-Generative-AI-with-AWS Prequalification course to a scholarship from AWS for AI programming	26	Experimental	6	Jupyter Notebook
40	sidagarwal04/graph-powered-nlp-workshop Workshop content to dive into the world of graph databases by harnessing the...	25	Experimental	12	Cypher
41	AzureMentor/Azure-AI-102-Study-Guide Study Guide for the AI-102: Designing and Implementing a Microsoft Azure AI...	24	Experimental	20	—
42	AzureMentor/Azure-AI-900-Study-Guide Study Guide for the Microsoft Azure AI Fundamentals Exam	24	Experimental	18	—
43	ciscomanagedservices/ciscolive24-xdr-automate Code repository for Cisco Live Session BRKATO-1557	24	Experimental	3	—
44	carpentries-incubator/software-development-with-genai Developing Software with Generative AI	24	Experimental	—	Dockerfile
45	saramaxyz/platform Run custom multi-modal AI models fully on-device	23	Experimental	6	Swift
46	somerwalker/ai-transformation-playbook Practical playbooks for implementing AI transformation across enterprise...	23	Experimental	1	—
47	cyclotron-azure/ai-accelerators Generative AI Accelerators	22	Experimental	1	Python
48	leodeveloper/fine-tune-with-google-cloud Generative AI custom data fine tuning with google cloud vertax ai	22	Experimental	1	Jupyter Notebook
49	marshiyar/CoreML-Model-Zoo Converted CoreML Models and Quantized Variations	22	Experimental	4	—
50	vperrinfr/Piece_of_code A repository to store piece of code...	22	Experimental	1	Jupyter Notebook
51	dedewae/aws-aip-c01-exam-guide Provide a bilingual study guide and hands-on labs to prepare for the AWS...	22	Experimental	—	CSS
52	kogunlowo123/terraform-gcp-gemini-platform Terraform module for Google Gemini/Vertex AI platform with endpoints, model...	22	Experimental	—	HCL
53	kogunlowo123/terraform-azure-openai-platform Azure OpenAI Service Terraform module with model deployments, private...	22	Experimental	—	HCL
54	bnarasimha21/test-gradient-sdk Test suite and examples for the DigitalOcean Gradient AI SDK	22	Experimental	—	Python
55	WSA4/Google-Cloud-Handsonai-level0-1 Finished a Google Cloud Hands-On AI project (Level 0–1). Click the link and...	22	Experimental	—	Python
56	saragibby/gen-ai-workshop University of Michigan hands on generative AI workshop with Azure OpenAI	21	Experimental	7	—
57	Mgobeaalcoba/n8n_inittial_henry_masterclass A initial MasterClass for Automation interested	20	Experimental	1	—
58	STRIDES/NIHCloudLabAzure Documentation and tutorials on using Azure for biomedical research	20	Experimental	7	Jupyter Notebook
59	bartczernicki/AzureOpenAILogProbs Examples of how-to use Azure OpenAI Log Probabilities (LogProbs) feature to...	20	Experimental	25	C#
60	ihatesea69/aws-aip-c01-exam-guide Bilingual study guide for AWS Certified Generative AI Developer -...	20	Experimental	1	CSS
61	juliensimon/arcee-demos A collection of demos, examples, and tools for using Arcee AI models and...	20	Experimental	1	Jupyter Notebook
62	mysticrenji/backstage-gcp-goldenpath GCP resource deployment using Backstage	19	Experimental	—	TypeScript
63	Raghul-M/Nvidia_Genai-LLM-CertificationNotes Nvidia GenAI and LLM Associate certification preparation materials	19	Experimental	—	—
64	chadmullen/aip-c01-study-plan 6-month hands-on journey to AWS Certified Generative AI Developer –...	19	Experimental	—	—
65	adityajanjanam/Build-with-Google-AI-Workshop Comprehensive hands-on labs and code samples for the Build with Google AI...	19	Experimental	—	TypeScript
66	frankxai/oracle-genai-guides MOVED → github.com/oci-ai-architects/oci-genai-guides	19	Experimental	—	Python
67	TIGER-AI-Lab/GenAI-Bench Code and Data for "GenAI Arena: An Open Evaluation Platform for Generative...	19	Experimental	34	Python
68	VadymKalin/nvidia_certified_associate_generative_ai_llms NVIDIA Certified Associate: Generative AI LLMs (NCA‑GENL) certification	19	Experimental	6	Jupyter Notebook
69	dvwl/cu3627-gen-ai-course This repository contains the hands-on exercises and materials for the...	17	Experimental	2	—
70	juberrahman/Databricks-certifications Databricks Certified Generative AI Engineer Associate Exam Question dumps...	16	Experimental	1	—
71	ihatesea69/aws-aip-c01 AWS Certified Generative AI Developer Professional notes, labs, and exam prep.	15	Experimental	1	—
72	Power-Platform-Users-Korea/AI-Hub-GenAI-LowCode-Beginners A repository to deliver a tutorial for beginners about GenAI and LowCode...	15	Experimental	1	—
73	vishipayyallore/speaker-series-2026 This Repository contains the Demo Script, Code for all the sessions which I...	15	Experimental	—	—
74	yenanw/generative-ai-security-project DAT300 course project - Investigating the security aspect of AI-generated code.	14	Experimental	1	C
75	sayancoding/GenAI-Tutorials To learn GenAI, Agentic AI Frameworks & LLM etc	14	Experimental	—	Python
76	arunksingh16/ai-projects Repository for Small AI Projects	14	Experimental	—	Python
77	KenTandrian/cloud-projects Ken's repository for demo cloud projects, mostly deployed on Google Cloud.	14	Experimental	—	TypeScript
78	karlospn/building-a-csharp-enhancing-app-with-openai-and-streamlit Building an app capable of enhancing a given csharp file from your local...	14	Experimental	1	Python
79	nichsedge/sandbox-hub A personal sandbox of Python scripts and notebooks spanning data...	14	Experimental	—	Python
80	Dpdl-io/Dpdl-sample-Apps This repository contains some sample applications implemented with Dpdl...	14	Experimental	—	C
81	Froggitoid/ai-coding-foundation Learn how to use AI to write code with simple guides that teach coding...	14	Experimental	—	HTML
82	sun-flat-yamada/learn-generative-ai A comprehensive workshop repository for new employees to learn the...	14	Experimental	—	CSS
83	nicholasdbrady/cookbook Examples and guides for adopting Azure AI	13	Experimental	10	Astro
84	Pwd9000-ML/GenAI-IaC-Demo Boosting IaC Productivity: Azure AI Studio Meets Your Documentation	13	Experimental	—	—
85	Yash-Patel26/Generative-AI Get Started Building with Generative AI	12	Experimental	3	Jupyter Notebook
86	Abhijais4896/AI-Anvil Forge your future in AI – from fundamentals to future-tech	12	Experimental	1	—
87	Ganeshreddykatla/AI-900-Azure-AI-Fundamentals-course-details This comprehensive study guide is your one-stop resource for passing the...	12	Experimental	1	—
88	ansh-stack00/launchpad The Launchpad Program is a structured, hands-on technical bootcamp aimed at...	12	Experimental	1	Jupyter Notebook
89	gu-dsan6725/hello-genai Simple lab assignment to test Amazon EC2 and VSCode setup with Groq API integration	11	Experimental	—	Python
90	Blue-Grotto-Labs-LLC/genai-demos Scripts that demo GenAI approaches	11	Experimental	—	Jupyter Notebook
91	savicente2109/calcul-ia-dores Este repositorio contiene nuestra solución al problema propuesto por...	11	Experimental	2	Jupyter Notebook
92	Swatikhedekar/30DaysOfAI-Challenge-Snowflake-Streamlit-Cortex-AI The #30DaysOfAI is a coding challenge designed to help you get started in...	11	Experimental	—	Python
93	Sulagna-Dutta-Roy/Req2Test Part of GenAI Exchange Program: Phase 2 Hackathon Professional Track	11	Experimental	—	Python
94	aycignl/LayerByLayerLab This lab allows you to grasp inspiring concepts in ML, Information...	11	Experimental	—	Jupyter Notebook
95	frankxai/oci-ai-architect MOVED → github.com/oci-ai-architects/oci-ai-architect	11	Experimental	—	HCL
96	fantasy-python-guru/GenerativeAI A SaaS Startup using Generative AI. This is a code bug fixer SaaS built...	10	Experimental	1	Python
97	amangupta143/Introducing-Generative-Al-with-AWS This repository contains exercises and projects from the “Introducing...	10	Experimental	1	Jupyter Notebook
98	drcaiomoreno/databricks-genai-assistant-workshop Databricks Gen AI Assistant Workshop	10	Experimental	1	—
99	ruaultadrien/conception Sandbox project to try out new techs.	10	Experimental	1	Python
100	clarenceb/cloud-native-demos Cloud Native and AI Apps Demos	10	Experimental	1	Shell
101	imanslab/programming-in-10-minutes Programming in 10 Minutes \| Spike Sandbox \| Code Discussions \| YouTube...	10	Experimental	1	—

Comparisons in this category

vertex-ai-samples and applied-ai-engineering-samples (67 vs 54) hands-on-lab-neo4j-and-google and hands-on-lab-neo4j-and-gemini (54 vs 43) hands-on-lab-neo4j-and-google and neo4j-and-azure-lab (54 vs 45) neo4j-and-azure-lab and hands-on-lab-neo4j-and-gemini (45 vs 43)