Skip to main content

About AI Learning Hub

A structured curriculum designed to take you from understanding what AI is to designing, launching and scaling complete AI products.

79 lessons

Comprehensive coverage from fundamentals to advanced topics.

6 levels

A structured progression that builds knowledge systematically.

Practical focus

Every lesson includes exercises, examples and key takeaways.

Meet the creator

SP

Sivakumar Periasamy

Empirical Solutions

AI PractitionerScrum MasterAgile Coach
inConnect on LinkedIn

Curriculum overview

1

AI Foundations

Understand what AI is, how machine learning works and why it matters.

2

Generative AI

Master large language models, prompt engineering and real-world GenAI applications.

3

AI Engineering

Build production AI systems with RAG, agents, evaluation and observability.

4

Enterprise AI

Deploy AI at scale with governance, security, multi-agent orchestration and cost optimization.

5

Building AI Products

Design, launch and scale complete AI products from idea to global platform.

6

Advanced AI

Go under the hood: reasoning models, MoE, quantization, synthetic data and the road to AGI.

Design philosophy

Each lesson follows a consistent structure: an everyday analogy to ground the concept, core content broken into focused sections, hands-on exercises and a knowledge check quiz.

The curriculum is designed so that every lesson stands alone but also builds directly on the previous one. You can start from the beginning or jump to the level that matches your current knowledge.

Start Learning