Building Production-Ready Apps with Large Language Models
- Offered byCoursera
Building Production-Ready Apps with Large Language Models at Coursera Overview
Building Production-Ready Apps with Large Language Models
at Coursera
Duration | 1 hour |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Building Production-Ready Apps with Large Language Models at Coursera Highlights
Building Production-Ready Apps with Large Language Models
at Coursera
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Building Production-Ready Apps with Large Language Models at Coursera Course details
Building Production-Ready Apps with Large Language Models
at Coursera
Skills you will learn
What are the course deliverables?
- What you'll learn
- Explore AI capabilities with interactive tasks.
- Build a chatbot using Python and HuggingFace.
- Deploy a reliable AI app.
- Evaluate AI ethics through practical scenarios.
More about this course
- In the age of artificial intelligence (AI), it is essential to learn how to apply the power of large language models (LLMs) for building various production-ready applications. In this hands-on-course, learners will gain the necessary skills for building and responsibly deploying a conversational AI application.
- Following the demo provided in this course, learners will learn how to develop a FAQ chatbot using HuggingFace, Python, and Gradio. Core concepts from applying prompt engineering to extract the most value from LLMs to infrastructure, monitoring, and security considerations for real-world deployment will be covered. Important ethical considerations such as mitigating bias, ensuring transparency, and maintaining user trust will also be covered to help learners understand the best practices in developing a responsible and ethical AI system. By the end, learners will have developed familiarity with both the technical and human aspects of building impactful LLM applications. The learners can design, develop, and deploy production-ready applications powered by Large Language Models. This course is designed for individuals with a basic understanding of programming and application development concepts. It is suitable for developers, data scientists, AI enthusiasts, and anyone interested in using LLMs to build practical applications. you need basic concepts, software tools, and an internet-connected computer.
Building Production-Ready Apps with Large Language Models at Coursera Curriculum
Building Production-Ready Apps with Large Language Models
at Coursera
BUILDING PRODUCTION READY APPS WITH LLMs
Introduction to LLMs: Benefits and Applications
Prompt Engineering
LLM Development
Production Readiness
Getting Started with HuggingFace
Building UIs with Gradio
Developing the FAQ Chatbot: Part 1 - Getting Started
Developing the FAQ Chatbot: Part 2 - Finalizing and Deployment
Ethical Considerations for LLMs
Mitigating AI Risks
Ensuring Transparency
Maintaining User Trust
Welcome to the Course: Course Overview
Introduction to Large Language Models
What’s the Best Chatbot?
Best Practices for Deploying Large Language Models (LLMs)
Final Assessment
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