Generative AI Bootcamp: Build Powerful LLM Apps in 2024
What you will learn:
- Understand the fundamentals of Artificial Intelligence and Generative AI.
- Master the development of Large Language Model (LLM) applications using LangChain, LlamaIndex, and OpenAI.
- Learn to build robust and scalable RAG, Multimodal, and Multi-Agent LLM applications.
- Acquire practical skills in Python, Javascript, and essential AI development tools.
- Develop professional LLM applications with technologies like Nextjs, FastAPI, and Vercel.
- Learn about the opportunities and challenges of AI in various industries.
- Gain hands-on experience with vector databases, including Postgres, Pinecone, Chroma, and DeepLake.
- Master deployment strategies using Vercel and Render.
- Explore cloud hosting options with AWS S3.
- Understand the principles of Responsible AI and implement them in your projects.
- Become proficient with essential tools like Jupyter Notebooks, Terminal, GitHub, and Codespaces.
- Explore advanced AI concepts like LLMOps, LangGraph, and Multi-Agent LLM Applications.
- Learn about the latest advancements in AI, including ChatGPT, Llama2, Mistral, Falcon, and Groq.
Description
Elevate your skills and join the Generative AI revolution with our comprehensive Bootcamp.
Dive into two key areas:
- Unlock the potential of AI: Gain a deep understanding of Artificial Intelligence, Generative AI, and its transformative impact on businesses, startups, and employment.
- Master LLM Application Development: Build professional-level Large Language Model (LLM) applications using industry-leading tools like LangChain, LlamaIndex, and OpenAI.
This Bootcamp equips you with the knowledge and skills to:
Navigate the AI landscape: Identify opportunities and challenges for AI in various sectors.
Build powerful LLM applications: Learn to create RAG, Multimodal, and Multi-Agent applications.
Become an AI expert: Master practical skills in Python, Javascript, and essential AI development tools.
Deploy professional solutions: Utilize technologies like Nextjs, FastAPI, and Vercel to build and deploy real-world applications.
This Bootcamp includes:
400+ lessons across 56 sections.
350+ high-quality video lectures.
260+ insightful presentations.
150+ practical coding notebooks.
35 real-world code repositories on GitHub.
40 LLM application projects to enhance your skills.
2 valuable eBooks: "Unlocking the Power of AI" and "100 AI Startups that Succeeded."
Explore key topics covered in this Bootcamp:
AI, Generative AI, LLM Applications, Multimodal LLM Applications, ChatGPT, Llama2, GPT-4 Vision, Full-Stack Development, LangChain, LlamaIndex, OpenAI API, RAG, Vector Databases, Postgres, Pinecone, Chroma, DeepLake, Streamlit, Nextjs, FastAPI, Vercel, Render, AWS S3, LangSmith, LangServe, LLMOps, Responsible AI, LangGraph, CrewAI, Multi-Agent LLM Applications, AI Agents, Groq, Llama3, Mixtral.
