Master LangChain: Build AI Apps with Slack
Published 10/2023
Duration: 4h54m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 2.31 GB
Genre: eLearning | Language: English
Published 10/2023
Duration: 4h54m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 2.31 GB
Genre: eLearning | Language: English
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.
Who this course is for:
Aspiring AI Developers: If you're new to the world of AI and eager to dive in, this course will give you the foundational skills you need.
Tech Professionals: Already in the tech field but want to pivot or expand into AI? This course will fast-track your transition.
Freelancers: Looking to expand your service offerings? This course will equip you with the skills to offer AI application development to your clients.
Students: Whether you're in computer science, engineering, or any tech-related field, this course will give you a practical edge.
Educators: If you teach tech subjects and want to stay ahead of the curve, this course will bring you up to speed with the latest in AI application development.
More Info