Course Description
In this course develop foundational knowledge of artificial intelligence and LLM through a combination of theory and practice. Learn about tools and techniques including LangChain, LlamaIndex, Hugging face and off-the-shelf open source LLMs.
Artificial Intelligence and Large Language Models Foundations Artificial Intelligence and Large Language Models Foundations
Basics of Machine Learning, Deep Learning, and NLP
Small Language Models
Foundations of understanding LLM
LLMs versus Foundation Model
Basics of Prompt Design
Vector Databases and Embedding Model
Tools and techniques for building LLM
Deployment and Monitoring for LLM
Related Certificates
Earning a Saint Louis University Workforce Center certificate allows you to enhance your career options by networking with peers and establishing valuable industry contacts.
Certificate
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud.
See Details
Cybersecurity Courses
These courses provide a strong foundation in protecting systems, networks, and data from cyber threats. You will learn key concepts...
See Details
SoftSkills
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud.
See Details
Systems Engineering
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud.
See Details