{"id":10609970,"url":"https://github.com/curiousily/AI-Bootcamp","last_synced_at":"2025-09-12T09:31:29.498Z","repository":{"id":257816828,"uuid":"786509147","full_name":"curiousily/AI-Bootcamp","owner":"curiousily","description":"Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, LangGraph, Fine-tuning Llama 3 \u0026 AI Agents (CrewAI)","archived":false,"fork":false,"pushed_at":"2024-12-28T08:00:51.000Z","size":43941,"stargazers_count":336,"open_issues_count":1,"forks_count":118,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-01-06T08:02:47.275Z","etag":null,"topics":["artificial-intelligence","chatgpt","crewai","langchain","langgraph","large-language-models","llama","machine-learning","prompt-engineering","rag"],"latest_commit_sha":null,"homepage":"https://mlexpert.io","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/curiousily.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-04-14T17:19:37.000Z","updated_at":"2025-01-05T05:41:53.000Z","dependencies_parsed_at":"2024-12-09T04:03:24.235Z","dependency_job_id":"02415915-a630-47ab-ac27-7b1e261baa53","html_url":"https://github.com/curiousily/AI-Bootcamp","commit_stats":{"total_commits":30,"total_committers":1,"mean_commits":30.0,"dds":0.0,"last_synced_commit":"e5a835bd648c9f34b1529529ead3664cbb74e1e1"},"previous_names":["curiousily/ai-bootcamp"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/curiousily%2FAI-Bootcamp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/curiousily%2FAI-Bootcamp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/curiousily%2FAI-Bootcamp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/curiousily%2FAI-Bootcamp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/curiousily","download_url":"https://codeload.github.com/curiousily/AI-Bootcamp/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":232721691,"owners_count":18566452,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["artificial-intelligence","chatgpt","crewai","langchain","langgraph","large-language-models","llama","machine-learning","prompt-engineering","rag"],"created_at":"2024-06-02T09:22:38.622Z","updated_at":"2025-01-06T12:30:27.257Z","avatar_url":"https://github.com/curiousily.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"readme":"# AI Bootcamp\n\nThe \"Get Shit Done with AI\" Bootcamp focuses on real-world applications that will equip you with the skills and knowledge to become a great AI engineer\n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/curiousily/AI-Bootcamp/)\n[![](https://dcbadge.vercel.app/api/server/UaNPxVD6tv?style=flat)](https://discord.gg/UaNPxVD6tv)\n[![](https://img.shields.io/youtube/channel/subscribers/UCoW_WzQNJVAjxo4osNAxd_g?label=Watch%20on%20YouTube)](https://bit.ly/venelin-subscribe)\n[![](https://img.shields.io/github/license/curiousily/AI-Bootcamp)](https://github.com/curiousily/AI-Bootcamp/blob/master/LICENSE)\n\n## 🍿 Watch on YouTube\n\n- [Real-World PyTorch](https://www.youtube.com/watch?v=dgs_9quxZXk)\n- [Build Real-World Machine Learning Project](https://www.youtube.com/watch?v=ug1FA7qzWSc)\n- [Fine-tuning Tiny LLM on Your Data](https://www.youtube.com/watch?v=_KPEoCSKHcU)\n- [Deploy (Tiny) LLM to Production](https://www.youtube.com/watch?v=c10rsQkczu0)\n- [AI Agents with GPT-4 Turbo and CrewAI](https://www.youtube.com/watch?v=Ev0uzdzesjU)\n- [CrewAI with Open LLM (Llama 3) using Groq API](https://www.youtube.com/watch?v=N5sos1X30Rw)\n- [Fine-Tuning Llama 3 on a Custom Dataset](https://www.youtube.com/watch?v=0XPZlR3_GgI)\n- [Local RAG with Llama 3.1 for PDFs](https://www.youtube.com/watch?v=ofNbLa2-5SU)\n\n## 📖 Read the Tutorials\n\n### Foundational Skills\n\n- [Python Essentials for AI: A Practical Guide](https://www.mlexpert.io/bootcamp)\n- [Real-World PyTorch](https://www.mlexpert.io/bootcamp/real-world-pytorch)\n\n### ML Pipelines\n\n- [Analyze Data For Insights](https://www.mlexpert.io/bootcamp/analyze-data-for-insights)\n- [Develop Your Model](https://www.mlexpert.io/bootcamp/develop-your-model)\n- [Evaluate Your Model](https://www.mlexpert.io/bootcamp/evaluate-your-model)\n- [Architect Your ML Project](https://www.mlexpert.io/bootcamp/architect-your-ml-project)\n\n### Large Language Models (LLMs)\n\n- [LLMs 101](https://www.mlexpert.io/bootcamp/llms-101)\n- [Write Great Prompts](https://www.mlexpert.io/bootcamp/write-great-prompts)\n- [Build a RAG System](https://www.mlexpert.io/bootcamp/build-a-rag-system)\n- [Fine-tuning Tiny LLM on Custom Dataset](https://www.mlexpert.io/bootcamp/fine-tuning-tiny-llm-on-custom-dataset)\n- [Deploy Custom LLM to Production](https://www.mlexpert.io/bootcamp/deploy-custom-llm-to-production)\n- [LLM Evaluation](https://www.mlexpert.io/bootcamp/llm-evaluation)\n\n### AI Agents\n\n- [Build Agentic Apps](https://www.mlexpert.io/bootcamp/build-agentic-apps)\n- [Agents with Llama 3 and Custom Tools](https://www.mlexpert.io/bootcamp/agents-with-llama-3-and-custom-tools)\n- [Develop a Tweet Writing Team](https://www.mlexpert.io/bootcamp/ai-agents-in-action)\n- [SQL Agents with CrewAI and Llama 3](https://www.mlexpert.io/bootcamp/sql-agents-with-crewai)\n\n### Projects\n\n- [RagBase - Private Chat with Your Documents](https://www.mlexpert.io/bootcamp/ragbase-local-rag)\n- [Write Social Media Content with Agents](https://www.mlexpert.io/bootcamp/write-social-media-content-with-agents)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcuriousily%2FAI-Bootcamp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcuriousily%2FAI-Bootcamp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcuriousily%2FAI-Bootcamp/lists"}