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.
XM
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The course is quite basic and introductory, the title suggests an advanced course. There was a distinct lack of technical details in the challenges one would face before deploying an LLM App to production.
Did not find anything worthwhile in this course. Basically reading out slides.
The sample respository which was shown in the course, does not exist on the hugging face website. Also one of the reading material is paid and is not available for free to read.
Great Instructor, engaging and interesting. Easy to understand and explains things very clearly with good examples.
Nice over view for LLM practical use and ethics
It is a great course, Thank you so much!
super
0 points are given for a correct answer to the 1st question.
This is a sub par course may be of a high school level. The title shows as an advanced course with lots of learning. But in realty, all the instructor does is add a code in his hugging face space and execute to show a chat bot. There is no exercise lab or coding assignments, 80% of the course is theory. Coursera should not conduct these kinds of courses and waste learners time.