The LLM & Prompt Engineering course at the Bangladesh-Korea Information Access Center (BK-IAC) is designed for professionals aiming to delve into the future of AI by mastering Language Model (LLM) technology and prompt engineering. Participants will learn the latest trends and practical techniques to harness the power of AI for their projects and businesses. This course covers essential concepts, effective prompt crafting, and real-world applications of LLM technology.
We expect participants to have prior programming knowledge, specifically in Python. If you lack this background, please learn the basics of Python before starting this course. This course does not cover Python fundamentals, and enrolling without adequate Python knowledge may lead to significant difficulties in understanding the content, resulting in a poor learning experience. This responsibility lies solely with the participant. We have also offered an "Introduction to Python" course (Course Details Link), which you can complete prior to enrolling in this course.
The course length will be 3 weeks with two classes in each week and 3 hours in each class. The tentative lecture plan of the course is as follows:
Class# | Content |
---|---|
1 | Introduction to LLMs and their Applications, Open-source LLMs, Introduction to API Calls |
2 | Crafting Effective Prompts: Techniques (Zero-shot Prompting, Few-shot Prompting) and Best Practices |
3 | Chain of Thoughts, ReAct, Reflexion, Self-consistency, Retrieval Augmented Generation (RAG) |
4 | Resume Creation, Marketing Content Creation |
5 | LangChain, Designing a custom AI Chat Bot |
6 | Case Study and Project Evaluation |
Email: iac@cse.buet.ac.bd
Phone: 9665650-80 Ext-6438
Mobile: 01552015596