Building Production-Ready Applications with Large Language Models

In the era of Artificial Intelligence (AI), it is essential to learn how to leverage the power of Large Language Models (LLM) to build a variety of production-ready applications. This hands-on course will equip students with the necessary skills to build and responsibly deploy a conversational AI application. Following the demonstration provided in this course, students will learn how to develop a chatbot that answers frequently asked questions using HuggingFace, Python, and Gradio. Key concepts will be covered, ranging from applying prompt engineering to get the most out of the LLM to infrastructure, monitoring, and security for real-world deployment. Important ethical considerations such as mitigating bias, ensuring transparency, and maintaining user trust will also be covered to help students understand best practices for developing responsible and ethical AI systems. By the end of the course, students will have an understanding of both the technical and human aspects of building effective LLM applications. Students will be able to design, develop, and deploy production-ready applications based on the Large Language Model. This course is designed for people with a basic understanding of programming and application development concepts. It is suitable for developers, data scientists, AI enthusiasts, and anyone interested in using the LLM to build practical applications. You will need basic concepts, software tools, and an internet-connected computer.