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

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Category:

Artificial Intelligence

Description:

Generative AI (GenAI) is a type of artificial intelligence (AI) that uses existing data to create new content. It can generate text, images, videos, audio, and computer code.

How it works

GenAI learns from existing data, such as human language, art, or programming languages
It uses generative models to create new data with similar characteristics

The outputs are combinations of the data used to train the algorithms

What it can do

Create content: GenAI can create conversations, stories, images, videos, music, and more

Analyze data: GenAI can analyze data to identify patterns and potential risks

Solve problems: GenAI can help solve complex problems, such as scientific research, product design, and healthcare

Examples of GenAI

DALL-E 2: An image-generating model that can create images on demand

ChatGPT: A model that can generate text based on patterns learned from existing text data

Generative adversarial networks (GANs): A methodology that pits two neural networks against each other to generate new examples

Applications of GenAI

Gaming, Entertainment, Product design, Scientific research, Music generation, and Healthcare.

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⌨️ (00:00:00) DAY 1: Introduction to Generative AI Community Course ⌨️ (01:44:14) DAY 2: Introduction to OpenAI and understanding the OpenAI API ⌨️ (03:37:49) DAY 3: Introduction to LangChain ⌨️ (05:16:48) Day 4: Hugging Face API + Langchain ⌨️ (07:13:08) DAY 5: Memory in Langchain ⌨️ (09:07:53) DAY 6: LLM Generative AI Project using OpenAI & LangChain ⌨️ (11:03:29) DAY 7: LLM Generative AI Project & Deployment ⌨️ (13:09:02) DAY 8: Introduction to Vector Database for AI & LLM ⌨️ (14:52:41) DAY 9: Mastering Vector Databases with Pinecone ⌨️ (17:02:19) DAY 10: Mastering ChromaDB Vector Databases ⌨️ (19:04:25) DAY 11: Introducing Meta Llama 2 ⌨️ (20:54:33) DAY 12: End to End Medical Chatbot Project, Part 1 ⌨️ (22:36:05) DAY 13: End to End Medical Chatbot Project, Part 2 ⌨️ (24:22:10) Generative AI: Everything You need to know about Gemini Pro LLM Models ⌨️ (26:16:33) End to End Gen AI Project using Google Gemini Pro ⌨️ (28:24:14) Webinar - Generative AI Revolution: The Future