AI is revolutionizing the way we approach technology. In the coming years, most software systems will be supercharged with some form of AI. This shift will create a growing demand for individuals who can go beyond surface-level knowledge and apply AI effectively to solve real business problems while addressing practical constraints.

In this course, you’ll learn practical concepts such as prompt engineering, RAG, agents, and fine-tuning—but always with a focus on solving real-world problems. Rather than just covering the "what," we’ll dive into the "when" and "how," equipping you to make informed decisions tailored to business needs and constraints.

⛳ What Makes This Course Unique

Solving Real Business Challenges, Not Just Concepts

While most courses stop at teaching tools and frameworks, this course goes further by focusing on solving real-world business problems. You’ll tackle practical constraints like cost, scalability, latency, and performance, learning to design AI solutions tailored to real use cases that deliver value.

Hands-On Product Development

You’ll build a real-world product from scratch (low code options available). Our tutorials will guide you through creating your own Perplexity (AI-powered search system), giving you practical experience with techniques like RAG & agents.

Collaborative Team Workshop

Experience what it’s like to solve a business problem in a real-world setting. In a collaborative workshop, you’ll work with others to design and develop AI solutions, simulating how teams take AI projects from 0 to 1. 

Capstone Project

Learn how to connect cutting-edge research with real-world applications. For the capstone, you’ll use our curated list of the latest research papers to design and implement solutions for practical business use cases, 

❌ Who This Course Is Not For

Those Seeking Heavy Theoretical Knowledge: This course emphasizes applied learning and practical problem-solving, not deep dives into theoretical topics like transformer architecture, pre/post-training optimization, inference techniques, or alignment.

Those Who Have Never Coded Before: While we provide low-code options, this course assumes you have some coding experience. It’s not suitable for those who have never written or worked with even basic code.

Individuals Expecting Deep AI Research Focus: While we’ll cover cutting-edge techniques, this course is centered on applying AI to business problems, not research-heavy exploration.

Scaling and Ops Enthusiasts: This course does not focus heavily on scaling or operational aspects (i.e., LLMOps). Deployment will be covered at a high level, but not in-depth.