Course Description
AI390 Artificial Intelligence and Large Language Models Foundations
18 Hours | 1.8 CEUs | $2,295
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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.
Topics Include:
Understanding AI/ML
Foundations in ML, Deep Learning, NLP
How Generative AI works
Understanding LLMs and LLM use
Tools and techniques used when building LLMs
LLM implementation and optimization
SEC390 Artificial Intelligence and Machine Learning for Cybersecurity Operations
18 Hours | 1.8 CEUs | $2,295
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Artificial intelligence has emerged as a solution for building smarter and safer security systems that allow you to predict and detect suspicious network activity, such as phishing or unauthorized intrusions. In this course, students learn how AI/ML approaches and models can be used to detect potential attacks and protect corporate systems. Topics include the role of machine learning and neural networks, as well as how to apply AI capabilities and strategies across a variety of applications, including spam filters, network intrusion detection, botnet detection, and secure authentication.
What you will learn:
Detect email threats such as spamming and phishing using AI
Categorize APT, zero-days, and polymorphic malware samples
Overcome antivirus limits in threat detection
Predict network intrusions and detect anomalies with machine learning
Duration
36 Hours | 6 Days or 12 Nights*Academic Unit eligibility to be determined by college/university in which you are enrolled in a degree seeking program.