Enroll Course: https://www.udemy.com/course/llm-apps/
With the rapid rise of ChatGPT and large language models (LLMs) like GPT-3.5 and GPT-4, harnessing their power beyond simple chatbots has become a necessity for developers and tech enthusiasts alike. The course “ChatGPTのAPIで5つのアプリを作ってみよう！JSON生成、属性抽出、独自文書Q & A、SQL生成、AIエージェント” on Coursera offers an excellent opportunity to explore innovative applications of ChatGPT’s API. This course is designed to teach you how to build five distinct applications, each demonstrating the versatility of LLMs in real-world scenarios.
Throughout this course, you’ll learn how to generate JSON strings (useful for recipe or data structure creation), extract attributes from text (such as auto-tagging blog articles), perform Q&A based on custom documents like PDFs, generate and execute SQL queries from natural language, and develop AI agents for tasks like schedule management. The teaching approach leverages Streamlit, a Python framework for simple web app development, making it accessible even for those new to web programming.
What sets this course apart is its focus on practical applications rather than just theoretical knowledge. It also introduces frameworks like LangChain and LlamaIndex, expanding your toolkit for LLM integrations. However, the course intentionally omits chatbot development and deep dives into machine learning or system evaluation, focusing instead on innovative application development.
I highly recommend this course for developers, data scientists, or tech hobbyists looking to deepen their understanding of LLMs and explore how these models can be applied to diverse problems. Whether you’re interested in automating data processing, creating interactive tools, or building intelligent assistants, this course provides a solid foundation and inspiring ideas to get started.
Enroll Course: https://www.udemy.com/course/llm-apps/