Hands-on Data Science
Large Language Models: A Crash Course
Adrian Dunkley
Adrian Dunkley is the founder and CEO of StarApple AI, Jamaica's first AI and Data Science company, he has a background in fintech, tourism, and sports science. He's held leadership roles in multinational corporations and is the President of the Jamaica Technology and Digital Alliance. Adrian aims to establish a Caribbean Space Agency and is a Data Scientist and A.I Engineer with 15+ years of experience. He holds a double major in Mathematics and Physics and a Masters in Enterprise Risk Management.
2 Days
Duration-
500Per Person
Individual -
200Per Person
Groups of 5+ participants
Course Description:
In this extensive 2-day course, we uncover the promise and power of Large Language Models (LLMs). We’ll delve into how LLMs can transform government services, from automating administrative tasks to drafting policy documents. Each day provides comprehensive insights into LLM’s technology, uses, and ethical considerations, led by our world-class experts in AI. You’ll leave equipped with the skills to leverage these models to serve the public better.
Introduction to Large Language Models (LLMs): Understanding the basics of LLMs, their development, and their transformative potential in various sectors, including government.
Applications of LLMs in Government Services: Exploring practical uses of LLMs in automating administrative tasks, enhancing communication, and drafting policy documents.
Technical Deep Dive into LLM Functionality: Examining the inner workings of LLMs, including training processes, data requirements, and understanding model outputs.
Ethical Considerations and Responsible Use: Discussing the ethical implications of deploying LLMs, focusing on privacy, bias, and ensuring transparency in automated decision-making.
Implementing LLMs in Public Sector Projects: Strategies for integrating LLM technology into government services, including project planning, execution, and evaluation.
Syllabus:
- Introduction to Large Language Models (LLMs): Understanding the basics of LLMs, their development, and their transformative potential in various sectors, including government.
- Applications of LLMs in Government Services: Exploring practical uses of LLMs in automating administrative tasks, enhancing communication, and drafting policy documents.
- Technical Deep Dive into LLM Functionality: Examining the inner workings of LLMs, including training processes, data requirements, and understanding model outputs.
- Ethical Considerations and Responsible Use: Discussing the ethical implications of deploying LLMs, focusing on privacy, bias, and ensuring transparency in automated decision-making.
- Implementing LLMs in Public Sector Projects: Strategies for integrating LLM technology into government services, including project planning, execution, and evaluation.
Prerequisites:
- There are no prerequisites for this course.
Grading Policy:
- 2 exams
- 1 capstone project
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