| File Name: | Udemy – Master Generative AI: LangChain & Hugging Face – 4 Projects |
| Content Source: | https://www.udemy.com/course/master-generative-ai-langchain-huggingface/ |
| Genre / Category: | Other Tutorials |
| File Size : | 376 MB |
| Publisher: | udemy |
| Updated and Published: | November 23, 2024 |
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 apart:
- Project-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 Build
This course is structured around four key projects designed to teach you the practical applications of generative AI:
- Text Summarizer with GUI
- Integrate 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 Generator
- Transform text inputs into visually stunning images using Hugging Face models.
- Understand model architecture and integrate it into LangChain workflows.
- Text-to-Video Animator
- Create motion-rich video animations from text prompts.
- Set up and configure motion adapters with Hugging Face models.
- Implement pipelines for generating captivating video content.
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