Published 10/2023
Created by Ugo Osuji
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 29 Lectures ( 4h 54m ) | Size: 2.31 GB
Learn Real-World AI Projects Using LangChain, OpenAI, and DeepLake Vectorstores in Python
What you’ll learn
Master LangChain Fundamentals: Gain a deep understanding of LangChain’s architecture and components, enabling you to build versatile AI applications.
Hands-On AI Projects: Acquire practical skills by building real-world Slack applications like ChatGPT bots and Financial Analysis Systems.
Data Integration Mastery: Learn to seamlessly integrate Large Language Models with Vector Databases like DeeoLake for data-driven AI solutions.
Deployment Expertise: Equip yourself with the know-how to deploy AI applications to production, ensuring they are scalable and maintainable.
Requirements
Basic Knowledge of Python
Description
Hello there, future AI developers! Welcome to a course designed to turn you into an AI powerhouse. You’re in the right place if you’re looking to build real-world applications using Large Language Models (LLMs) like GPT-4.Course Modules:Introduction to LangChain: Understand the architecture and components of LangChain.Working with LLMs: Learn how to interface with models like GPT-4 and HuggingFace.Data Connections: Dive into connecting your LLMs with Vector Databases like ChromaDB.Building Slack Apps: Step-by-step guides on creating various Slack applications, each serving a unique purpose.Deployment: Master the art of deploying these applications to a production environment.By the end of this course, you’ll have a portfolio of real-world projects and the skills to build AI applications that are ready for production.Why This Course?Comprehensive Coverage: This course takes you through the entire process of building AI applications, starting with the basics of LangChain and progressing to advanced implementations.Hands-On Projects: You’ll get practical experience by building various Slack applications, including a ChatGPT bot, a Financial Analysis System, a Movie Trivia App, and a Document Chatbot.Industry-Ready Skills: Learn how to integrate LangChain with Vector Databases like FAISS and Deeplake and how to deploy your applications to production environments.Ongoing Support: The course will be updated regularly with new content and capabilities, ensuring you stay ahead of the curve.
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