Rutgers Classifieds>Rutgers Online Courses>Building Production-Ready Apps with Large Language Models

Building Production-Ready Apps with Large Language Models

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.

Created by: Coursera Instructor Network


Related Online Courses

By the end of this course you will have a solid grasp of some of the most important hooks in React. We will start by understanding the tricky parts of hooks and spend time digging deeper than other... more
This Finance specialization is intended for students who want to acquire the analytical and empirical tools needed to understand the functioning of financial markets. Students will learn how... more
87% of Google Cloud certified users feel more confident in their cloud skills*. This program provides the skills you need to advance your career as a network engineer and provides training to... more
This is a self-paced lab that takes place in the Google Cloud console. This lab focuses on how to create new reporting tables using SQL JOINS and UNIONs.Created by: Google Cloud more
This three-course specialization introduces learners to Apigee, Google Cloud\'s full-lifecycle API management platform. Using a combination of presentations, hands-on labs, and supplemental... more

CONTINUE SEARCH

FOLLOW COLLEGE PARENT CENTRAL