Free Udemy Course __ AI/ML Foundations for Absolute Beginners (AgenticAI + MLOps)

Build a Solid Conceptual Foundation on Machine Learning, Large Language Models (LLMs) and Agentic AI along with MLOps

4.5 (1,000+ students enrolled) English
devops Development Tools
AI/ML Foundations for Absolute Beginners (AgenticAI + MLOps)

What You'll Learn

  • Learn What Machine Learning Really Is – Build a clear conceptual understanding of how machine learning works and how it differs from traditional programming.
  • Explore Key Types of Machine Learning – Get introduced to supervised, unsupervised, and reinforcement learning with simple, relatable explanations.
  • Understand the End-to-End ML Process – Learn the basic steps involved in building a machine learning model, from data preparation to evaluation.
  • Get Familiar with Popular ML Algorithms – Discover widely-used ML algorithms like linear regression, decision trees, and neural networks—without diving into hea
  • Introduction to Large Language Models (LLMs) – Understand how modern AI models like ChatGPT work, including concepts like tokens, transformers, and prompt engin
  • Discover the fundamentals of Agentic AI – including memory, planning, agent architectures, tools, and real-world use cases
  • Reflect on the ethical considerations of Agentic AI and how it ties into modern practices like DevOps and MLOps

Requirements

  • No programming or math background required. This course is designed for complete beginners. All concepts will be explained from scratch in a simple, intuitive way.

Who This Course is For

  • Beginners who want to understand the fundamentals of Machine Learning, LLMs, and Agentic AI without diving into code or math
  • Students and professionals exploring a future career in AI, Data Science, or Machine Learning
  • Product managers, analysts, and non-tech stakeholders working with ML/AI teams
  • Developers and tech enthusiasts curious about how modern AI systems like ChatGPT and autonomous agents work
  • Anyone interested in the emerging field of Agentic AI and how it's shaping the future of intelligent systems and automation
  • Devops Engineers who want to start with MLOps, AIOps and AgenticAIOps

Your Instructor

Gourav J. Shah

Premium Instructor | 200,000+ Students | DevOps/AIOps/MLOps

4.4 Instructor Rating

4,990 Reviews

197,477 Students

27 Courses

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