Published 7/2023
Created by Data Bootcamp
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 41 Lectures ( 3h 20m ) | Size: 1.23 GB
From Zero to Hero. Build Real-World Next-Gen LLM App with LangChain, open-source LLMs, Hugging Face, FAISS and Pinecone
What you’ll learn
Foundations of Language Models
Generative AI
Tool-box of Language Models (LLM) and NLP
Open-source Large Language Models (LLMs)
How to supercharge LLMs with LangChain
Training ChatGPT with a personalized knowledge base with LangChain
A deep dive into vector databases: FAISS, PINECONE, etc
Understanding multi-step reasoning
Langchain and Agents in enhancing LLM capabilities
Requirements
Python
Description
The Artificial Intelligence revolution is upon us, bringing a new wave of groundbreaking tools. One of these tools is LangChain, an innovative technology that helps AI professionals ramp up the capabilities of Language Models. In our LangChain course, we guide you to unleash the full potential of these tools, catapulting your AI skills to new heights.This course is not just about the basics of Generative Artificial Intelligence and Natural Language Processing. It’s about using LangChain to supercharge the performance and efficiency of your Language Models. We’ll arm you with the skills and insights to tweak and tailor language models to your specific requirements, opening up a wider array of AI challenges and opportunities for you to tackle.Imagine having the ability to train ChatGPT with your own custom knowledge base, and that’s just the start. We’ll delve into what vector databases are, get to grips with multi-step reasoning, and show you how LangChain can unlock new possibilities with your LLMs.In this course, we’re going to cover:Getting to know Language ModelsThe nuts and bolts of Generative AIThe tool-box of Language Models (LLM) and NLPWorking with open-source Large Language Models (LLMs)How to supercharge LLMs with LangChainTraining ChatGPT with a personalized knowledge base with LangChainA deep dive into vector databasesUnderstanding multi-step reasoningThe role of Langchain and Agents in enhancing LLM capabilitiesSo, dive into the captivating world of Language Models with LangChain. Extend the capabilities of your LLM models, develop language models that cater to your needs, and explore a whole new world of possibilities with LLMs through LangChain.
Who this course is for
AI Enthusiasts keen to expand their understanding of Language Models and Generative AI.
Anyone interested in Large Language Models
Python Developers interested in integrating advanced AI techniques into their applications.
Data Scientists aiming to broaden their skill set in the field of Natural Language Processing.
Tech Professionals seeking to stay ahead in the rapidly evolving landscape of AI
Researchers in AI and Machine Learning looking for practical application of theoretical knowledge
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