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freeCodeCamp

Generative AI Full Course – Gemini Pro, OpenAI, Llama, Langchain, Pinecone, Vector Databases & More

via freeCodeCamp

Overview

Dive into a comprehensive course on Generative AI, covering a wide range of topics from fundamental concepts to advanced applications. Explore various frameworks including OpenAI, LangChain, Hugging Face, and Google Gemini Pro. Learn about vector databases, focusing on Pinecone and ChromaDB. Develop practical skills through hands-on projects, including building a medical chatbot and working with Meta's Llama 2. Gain insights into the future of AI in a special webinar on the Generative AI Revolution. Originally recorded live, this 6-hour 18-minute course is led by instructors Krish Naik, Sunny Savita, and Boktiar Ahmed Bappy, offering a deep dive into the production of AI-generated text and visual content.

Syllabus

⌨️ DAY 1: Introduction to Generative AI Community Course
⌨️ DAY 2: Introduction to OpenAI and understanding the OpenAI API
⌨️ DAY 3: Introduction to LangChain
⌨️ Day 4: Hugging Face API + Langchain
⌨️ DAY 5: Memory in Langchain
⌨️ DAY 6: LLM Generative AI Project using OpenAI & LangChain
⌨️ DAY 7: LLM Generative AI Project & Deployment
⌨️ DAY 8: Introduction to Vector Database for AI & LLM
⌨️ DAY 9: Mastering Vector Databases with Pinecone
⌨️ DAY 10: Mastering ChromaDB Vector Databases
⌨️ DAY 11: Introducing Meta Llama 2
⌨️ DAY 12: End to End Medical Chatbot Project, Part 1
⌨️ DAY 13: End to End Medical Chatbot Project, Part 2
⌨️ Generative AI: Everything You need to know about Gemini Pro LLM Models
⌨️ End to End Gen AI Project using Google Gemini Pro
⌨️ Webinar - Generative AI Revolution: The Future

Taught by

freeCodeCamp.org

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