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 Dec 2025Artificial 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
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Artificial Intelligence and Large Language Models Foundations
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Artificial Intelligence and Machine Learning for Cybersecurity Operations
Artificial intelligence (AI) and machine learning (ML) are revolutionizing the cybersecurity industry. The emergence of ML as a tool for...
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