Udemy
LLM Engineering Fundamentals : Generative AI, Agents & RAG
Artificial Intelligence · IT & Software
Library / Artificial Intelligence
On Udemy
This course contains the use of artificial intelligence.
This course is a complete hands-on guide to building an enterprise-grade AI Governance Command Center using Python, Streamlit, dashboards, evaluation pipelines, monitoring workflows, compliance mapping, and audit reporting.
As organizations adopt Generative AI, LLMs, AI agents, RAG applications, copilots, automation workflows, and third-party AI tools, they need more than policies and presentations. They need practical systems that can track what AI is being used, who is using it, how risky it is, how well it performs, whether it follows internal policies, and whether it can produce evidence for leaders, auditors, and regulators.
In this course, you will build a complete AI governance platform from scratch. You will start by creating an AI inventory that tracks models, agents, use cases, workflows, datasets, prompts, vendors, owners, reviewers, and approvers. Then you will build dashboards for AI usage visibility, including model call counts, team usage, top use cases, token consumption, estimated cost, expensive outliers, and usage trends across departments and business units.
You will also build practical tools for AI risk management, including risk scoring by use case, model, workflow, autonomy level, data sensitivity, user impact, and regulatory exposure. You will create remediation workflows for open issues, assigned actions, overdue items, closure rates, and risk reduction tracking.
The course also covers model evaluation, LLM evaluation, and AI agent monitoring. You will learn how to track performance metrics such as latency, error rates, success rates, response quality, hallucination signals, unsafe-output indicators, and drift. You will build prompt and response logs for traceabilit
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Udemy: 2026-09-27 · Coursera: 2026-09-27
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