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
