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 111 generative ai workshops tools tracked. 1 score above 70 (verified tier). The highest-rated is GoogleCloudPlatform/vertex-ai-samples at 71/100 with 663 stars. 1 of the top 10 are actively maintained.

Get all 111 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	GoogleCloudPlatform/vertex-ai-samples Notebooks, code samples, sample apps, and other resources that demonstrate...	71	Verified	663	Jupyter Notebook
2	neo4j-partners/hands-on-lab-neo4j-and-google Hands on Lab for Neo4j and Google	61	Established	121	Jupyter Notebook
3	lynnlangit/learning-cloud Courses, sample code, articles & screencasts - AWS, Azure, & GCP	57	Established	679	Jupyter Notebook
4	GoogleCloudPlatform/applied-ai-engineering-samples This repository compiles code samples and notebooks demonstrating how to use...	57	Established	830	Jupyter Notebook
5	streamlit/30DaysOfAI 30 Days of AI	54	Established	210	Python
6	googleforgames/GenAI-quickstart Google for Games Generative AI Quickstart	53	Established	50	Python
7	oracle-quickstart/oci-ai-blueprints Deploy, manage and monitor Gen AI workloads in minutes in your own tenancy...	53	Established	47	HCL
8	Seeed-Projects/jetson-examples The jetson-examples repository by Seeed Studio offers a seamless, one-line...	51	Established	247	Shell
9	neo4j-partners/hands-on-lab-neo4j-and-gemini Hands on Lab for Neo4j and Google Gemini	50	Established	120	Jupyter Notebook
10	arm-education/AI-on-Arm Hands-on course materials for deploying and optimizing generative AI on Arm...	50	Established	24	Jupyter Notebook
11	lucagioacchini/auto-pen-bench This repo contains the codes of the penetration test benchmark for...	49	Emerging	68	Python
12	vectice/GettingStarted Versioned samples and tutorials to get started with Vectice.	48	Emerging	14	Jupyter Notebook
13	microsoft/ForBeginners The "For Beginners" template provides a starter repository for building...	47	Emerging	10	Bicep
14	STRIDES/NIHCloudLabGCP Documentation and tutorials on using GCP for biomedical research	44	Emerging	35	Jupyter Notebook
15	generative-computing/mellea-contribs mellea-contribs is an incubation point for contributions to the Mellea ecosystem.	44	Emerging	3	Python
16	aws-samples/sample-gen-ai-evaluations-workshop This workshop teaches systematic approaches to evaluating Generative AI...	44	Emerging	27	Jupyter Notebook
17	neo4j-partners/neo4j-and-azure-lab Hands on lab for Neo4j and Microsoft Azure	44	Emerging	20	Python
18	a-s-g93/neo4j-runway End to end solution for migrating CSV data into a Neo4j graph using an LLM...	43	Emerging	139	Python
19	microsoft/aitour26-LTG151-build-trustworthy-ai-with-systematic-evaluations-in-microsoft-foundry Learn to build trustworthy AI with systematic evaluations in Azure AI...	42	Emerging	6	Jupyter Notebook
20	lucagioacchini/genai-pentest-paper This repo contains the codes for the experiments of the paper "AutoPenBench:...	41	Emerging	13	Python
21	augustorosa/snowflake-snowpro-specialty-genai-study-notes This repository contains comprehensive study notes for the Snowflake SnowPro...	40	Emerging	18	—
22	denniszielke/discover-ai Demos for the Discovery Hour GenerativeAI on Azure	39	Emerging	7	Jupyter Notebook
23	drahulsingh/AI-900-Azure-AI-Fundamentals-Cheat-Sheet A comprehensive cheat sheet for the AI-900 Azure AI Fundamentals exam...	39	Emerging	24	—
24	aws-samples/genai-system-evaluation A set of examples demonstrating how to evaluate Generative AI augmented...	39	Emerging	11	Jupyter Notebook
25	chriscrcodes/talk-to-your-factory 'Talk to Your Factory' demo leveraging Edge (Azure IoT Operations), Cloud...	38	Emerging	24	Python
26	mariocuomo/Experimenting-With-Security-Copilot This repository contains some experiments I have done with Security Copilot...	38	Emerging	9	HTML
27	Ishita95-Harvard/Ishita95-Harvard CloudComputing	38	Emerging	1	—
28	ricky-stone/SwiftFM Super-simple API for working with Foundation Models in Swift	37	Emerging	11	Swift
29	bhattbhavesh91/pycon-india-neo4j-workshop Exploratory Workshop on the integration of Python and Neo4j, followed by the...	36	Emerging	9	Jupyter Notebook
30	Graiphic/GO-Whitepapers Collection of Graiphic whitepapers covering SOTA, GO HW, GO GenAI, and GO...	34	Emerging	1	—
31	STRIDES/NIHCloudLabAWS Documentation and tutorials on using AWS for biomedical research	34	Emerging	18	Jupyter Notebook
32	Azure-Samples/serverless-recipes-javascript Collection of code examples demonstrating how to build serverless...	33	Emerging	4	JavaScript
33	sondosaabed/Introducing-Generative-AI-with-AWS Prequalification course to a scholarship from AWS for AI programming	33	Emerging	6	Jupyter Notebook
34	ThomasVitale/symphony-for-dev-and-platform Source code for the presentation "Building AI-Ready Platforms - Symphony for...	33	Emerging	5	Java
35	chetan-hireholi/ansible-wca-demo-kit This Repo is archived and no longer updated. Please go to our new WCA...	33	Emerging	16	Jinja
36	maree217/azure-enterprise-solutions-architecture Azure Enterprise Solutions Architecture - Center of Excellence showcasing...	33	Emerging	2	PowerShell
37	ksmin23/my-gcp-practitioners-playbook A personal playbook for fellow GCP practitioners, born from real-world...	32	Emerging	3	—
38	sidagarwal04/graph-powered-nlp-workshop Workshop content to dive into the world of graph databases by harnessing the...	32	Emerging	12	Cypher
39	AzureMentor/Azure-AI-102-Study-Guide Study Guide for the AI-102: Designing and Implementing a Microsoft Azure AI...	31	Emerging	20	—
40	ciscomanagedservices/ciscolive24-xdr-automate Code repository for Cisco Live Session BRKATO-1557	31	Emerging	3	—
41	saramaxyz/platform Run custom multi-modal AI models fully on-device	30	Emerging	6	Swift
42	leodeveloper/fine-tune-with-google-cloud Generative AI custom data fine tuning with google cloud vertax ai	29	Experimental	1	Jupyter Notebook
43	cyclotron-azure/ai-accelerators Generative AI Accelerators	29	Experimental	1	Python
44	vperrinfr/Piece_of_code A repository to store piece of code...	29	Experimental	1	Jupyter Notebook
45	AzureMentor/Azure-AI-900-Study-Guide Study Guide for the Microsoft Azure AI Fundamentals Exam	29	Experimental	18	—
46	saragibby/gen-ai-workshop University of Michigan hands on generative AI workshop with Azure OpenAI	28	Experimental	7	—
47	STRIDES/NIHCloudLabAzure Documentation and tutorials on using Azure for biomedical research	27	Experimental	7	Jupyter Notebook
48	bartczernicki/AzureOpenAILogProbs Examples of how-to use Azure OpenAI Log Probabilities (LogProbs) feature to...	27	Experimental	25	C#
49	TIGER-AI-Lab/GenAI-Bench Code and Data for "GenAI Arena: An Open Evaluation Platform for Generative...	26	Experimental	34	Python
50	marshiyar/CoreML-Model-Zoo Converted CoreML Models and Quantized Variations	24	Experimental	4	—
51	carpentries-incubator/software-development-with-genai Developing Software with Generative AI	23	Experimental	—	Dockerfile
52	Mgobeaalcoba/n8n_inittial_henry_masterclass A initial MasterClass for Automation interested	22	Experimental	1	—
53	somerwalker/ai-transformation-playbook Practical playbooks for implementing AI transformation across enterprise...	22	Experimental	1	—
54	juberrahman/Databricks-certifications Databricks Certified Generative AI Engineer Associate Exam Question dumps...	22	Experimental	1	—
55	kogunlowo123/terraform-azure-openai-platform Azure OpenAI Service Terraform module with model deployments, private...	22	Experimental	—	HCL
56	bnarasimha21/test-gradient-sdk Test suite and examples for the DigitalOcean Gradient AI SDK	22	Experimental	—	Python
57	WSA4/Google-Cloud-Handsonai-level0-1 Finished a Google Cloud Hands-On AI project (Level 0–1). Click the link and...	22	Experimental	—	Python
58	Power-Platform-Users-Korea/AI-Hub-GenAI-LowCode-Beginners A repository to deliver a tutorial for beginners about GenAI and LowCode...	22	Experimental	1	—
59	ihatesea69/aws-aip-c01-exam-guide Bilingual study guide for AWS Certified Generative AI Developer -...	22	Experimental	1	CSS
60	juliensimon/arcee-demos A collection of demos, examples, and tools for using Arcee AI models and...	22	Experimental	1	Jupyter Notebook
61	dedewae/aws-aip-c01-exam-guide Provide a bilingual study guide and hands-on labs to prepare for the AWS...	21	Experimental	—	CSS
62	chadmullen/aip-c01-study-plan 6-month hands-on journey to AWS Certified Generative AI Developer –...	21	Experimental	—	—
63	frankxai/oracle-genai-guides MOVED → github.com/oci-ai-architects/oci-genai-guides	21	Experimental	—	Python
64	karlospn/building-a-csharp-enhancing-app-with-openai-and-streamlit Building an app capable of enhancing a given csharp file from your local...	21	Experimental	1	Python
65	Raghul-M/Nvidia_Genai-LLM-CertificationNotes Nvidia GenAI and LLM Associate certification preparation materials	21	Experimental	—	—
66	mysticrenji/backstage-gcp-goldenpath GCP resource deployment using Backstage	21	Experimental	—	TypeScript
67	yenanw/generative-ai-security-project DAT300 course project - Investigating the security aspect of AI-generated code.	21	Experimental	1	C
68	VadymKalin/nvidia_certified_associate_generative_ai_llms NVIDIA Certified Associate: Generative AI LLMs (NCA‑GENL) certification	21	Experimental	6	Jupyter Notebook
69	nicholasdbrady/cookbook Examples and guides for adopting Azure AI	20	Experimental	10	Astro
70	Yash-Patel26/Generative-AI Get Started Building with Generative AI	19	Experimental	3	Jupyter Notebook
71	dvwl/cu3627-gen-ai-course This repository contains the hands-on exercises and materials for the...	19	Experimental	2	—
72	kogunlowo123/terraform-gcp-gemini-platform Terraform module for Google Gemini/Vertex AI platform with endpoints, model...	19	Experimental	—	HCL
73	Abhijais4896/AI-Anvil Forge your future in AI – from fundamentals to future-tech	18	Experimental	1	—
74	savicente2109/calcul-ia-dores Este repositorio contiene nuestra solución al problema propuesto por...	18	Experimental	2	Jupyter Notebook
75	fantasy-python-guru/GenerativeAI A SaaS Startup using Generative AI. This is a code bug fixer SaaS built...	17	Experimental	1	Python
76	amangupta143/Introducing-Generative-Al-with-AWS This repository contains exercises and projects from the “Introducing...	17	Experimental	1	Jupyter Notebook
77	clarenceb/cloud-native-demos Cloud Native and AI Apps Demos	17	Experimental	1	Shell
78	imanslab/programming-in-10-minutes Programming in 10 Minutes \| Spike Sandbox \| Code Discussions \| YouTube...	17	Experimental	1	—
79	drcaiomoreno/databricks-genai-assistant-workshop Databricks Gen AI Assistant Workshop	17	Experimental	1	—
80	adityajanjanam/Build-with-Google-AI-Workshop Comprehensive hands-on labs and code samples for the Build with Google AI...	17	Experimental	—	TypeScript
81	Pwd9000-ML/GenAI-IaC-Demo Boosting IaC Productivity: Azure AI Studio Meets Your Documentation	15	Experimental	—	—
82	vishipayyallore/speaker-series-2026 This Repository contains the Demo Script, Code for all the sessions which I...	15	Experimental	—	—
83	sun-flat-yamada/learn-generative-ai A comprehensive workshop repository for new employees to learn the...	14	Experimental	—	CSS
84	Froggitoid/ai-coding-foundation Learn how to use AI to write code with simple guides that teach coding...	14	Experimental	—	HTML
85	Dpdl-io/Dpdl-sample-Apps This repository contains some sample applications implemented with Dpdl...	14	Experimental	—	C
86	Ganeshreddykatla/AI-900-Azure-AI-Fundamentals-course-details This comprehensive study guide is your one-stop resource for passing the...	14	Experimental	1	—
87	ihatesea69/aws-aip-c01 AWS Certified Generative AI Developer Professional notes, labs, and exam prep.	14	Experimental	1	—
88	Swatikhedekar/30DaysOfAI-Challenge-Snowflake-Streamlit-Cortex-AI The #30DaysOfAI is a coding challenge designed to help you get started in...	13	Experimental	—	Python
89	mikeirvingweb/season-of-ai Presentation repo for my 'Season of AI' Intro to AI with .NET, OpenAI, and...	13	Experimental	3	—
90	graphgeeks-lab/30DaysOfGraph 30 Day Graph Challenge	13	Experimental	2	—
91	sayancoding/GenAI-Tutorials To learn GenAI, Agentic AI Frameworks & LLM etc	13	Experimental	—	Python
92	arunksingh16/ai-projects Repository for Small AI Projects	13	Experimental	—	Python
93	nichsedge/sandbox-hub A personal sandbox of Python scripts and notebooks spanning data...	13	Experimental	—	Python
94	TurboML-Inc/demos Demos using TurboML!	13	Experimental	11	Jupyter Notebook
95	Sulagna-Dutta-Roy/Req2Test Part of GenAI Exchange Program: Phase 2 Hackathon Professional Track	13	Experimental	—	Python
96	DolbyUUU/Cheat-Sheet-for-NVIDIA-Certified-Associate-Generative-AI-LLMs-NCA-GENL- A comprehensive cheat sheet and study guide for the NVIDIA Certified...	13	Experimental	2	—
97	Blue-Grotto-Labs-LLC/genai-demos Scripts that demo GenAI approaches	13	Experimental	—	Jupyter Notebook
98	KenTandrian/cloud-projects Ken's repository for demo cloud projects, mostly deployed on Google Cloud.	13	Experimental	—	TypeScript
99	aycignl/LayerByLayerLab This lab allows you to grasp inspiring concepts in ML, Information...	13	Experimental	—	Jupyter Notebook
100	GenAI-Security-Project/GenAI-Data-Security-Initiative GenAI Data Security Initiative - repo	12	Experimental	1	—
101	iprajwaal/GenAI-Prep Getting hands on with GenAI	11	Experimental	—	Jupyter Notebook
102	neondatabase/generative-feedback-loops-example Generative Feedback Loops with Neon serverless Postgres, Azure Functions,...	11	Experimental	4	Python
103	SaiUbc/UBC-Green-Bot This project was made during the CIC Sustainability & GenAI Hackathon 2024 at UBC	11	Experimental	—	Python
104	Kumarharsh1/Project-Prakriti_Hybrid-AI-Restoration_ Python sustainability climate-change biodiversity restoration...	11	Experimental	2	—
105	nano-bot01/Google-Cloud-Generative-AI-Leader-Certification Google Cloud Generative AI Leader Certification Notes	11	Experimental	2	HTML
106	bleege/AskMeAnything Introduction to FoundationModels	11	Experimental	2	Swift
107	rliberoff/Data-AI---Holiday-Special-2024 Repo con la demo para el evento «Data + AI: Holiday Edition 2024» organizado...	11	Experimental	—	HCL
108	EYLatamSouth/GenAi_library EY Latam South Generative AI Accelerator	11	Experimental	3	—
109	pyladiesams/workshop-of-choice-dcnd-jul2025 A recap of the Amsterdam PyLadies' workshops of the last year, presented at...	10	Experimental	1	—
110	thisisfalse9/Generative-AI-red-teaming The documentation slides for Generative AI Red Teaming	10	Experimental	2	—
111	octoml/octoai-launch-examples Examples of how to build Generative AI applications powered by the OctoAI...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

vertex-ai-samples and applied-ai-engineering-samples (71 vs 57) vertex-ai-samples and hands-on-lab-neo4j-and-google (71 vs 61) hands-on-lab-neo4j-and-google and hands-on-lab-neo4j-and-gemini (61 vs 50) hands-on-lab-neo4j-and-google and neo4j-and-azure-lab (61 vs 44) hands-on-lab-neo4j-and-gemini and neo4j-and-azure-lab (50 vs 44) auto-pen-bench and genai-pentest-paper (49 vs 41)