Master Generative AI - LangChain & Hugging Face - 4 Projects

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Free Download Master Generative AI - LangChain & Hugging Face - 4 Projects
Published 11/2024
Created by Ali Sardar
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 38 Lectures ( 1h 27m ) | Size: 512 MB

Unlock the Potential of Generative AI by Creating Practical Projects Using LangChain and Hugging Face Models
What you'll learn
Understand LangChain's role in building AI-powered applications, including its core components like prompt templates and chains
Learn to integrate of the Hugging Face models for text, image, and video generation
Master the art of creating effective prompts and pipelines for diverse AI tasks
Build intuitive interfaces to enhance user interaction with AI applications
Setting up Anaconda and LangChain for efficient development.
Requirements
Understanding of Python programming
A passion for building real-world AI applications
Description
Are you ready to revolutionize your understanding of Generative AI? Look no further. This course offers a comprehensive, hands-on experience to help you master LangChain and Hugging Face, two of the most powerful tools in the AI landscape. With a focus on building real-world applications, you'll gain the skills and confidence to craft AI-driven solutions that stand out in today's competitive tech world.Why Choose This Course?Generative AI is no longer just a buzzword-it's a game-changing technology shaping industries from marketing to healthcare. Our course provides an unparalleled opportunity to learn how to harness this power effectively.Here's what sets this course apartroject-Based Learning: Dive deep into four innovative projects, from text summarizers to text-to-video animations.Hands-On Expertise: Master tools like LangChain and Hugging Face by applying them directly to real-world scenarios.Up-to-Date Knowledge: Work with the latest models and frameworks, staying ahead in the rapidly evolving AI landscape.What You'll BuildThis course is structured around four key projects designed to teach you the practical applications of generative AI:Text Summarizer with GUIIntegrate LangChain components with Hugging Face's BART model.Load and summarize text from PDF documents.Design an intuitive graphical user interface (GUI) for a seamless user experience.Interactive AI Assistant with GUI Develop a multi-functional assistant to handle summaries, queries, and more.Implement LangChain's query and summary handlers for efficiency.Create a user-friendly GUI and test the assistant's capabilities.Text-to-Image GeneratorTransform text inputs into visually stunning images using Hugging Face models.Understand model architecture and integrate it into LangChain workflows.Text-to-Video AnimatorCreate motion-rich video animations from text prompts.Set up and configure motion adapters with Hugging Face models.Implement pipelines for generating captivating video content.
Who this course is for
AI enthusiasts and developers eager to learn LangChain and Hugging Face
Software engineers looking to integrate generative AI into their projects
Professionals interested in building AI-powered solutions for business and personal use.
Students and researchers exploring innovative applications of generative AI
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