This comprehensive course (25+ Video Lectures) is designed to bridge the gap between traditional Product Management and the cutting-edge world of Artificial Intelligence. Whether you want to build RAG systems, master "Vibe Coding" for rapid prototyping, or crack top-tier AI PM interviews and AI Product Sense, this roadmap covers it all.

What You Will Learn (The Core Modules)

We move beyond buzzwords into actionable technical depth. Here is the step-by-step roadmap:

Module 1: AI Foundations & Strategy

Build the bedrock of your AI knowledge. We stop treating AI as a "black box" and start treating it as a product component.

1. AI for Product Managers: Understanding the landscape and real-world case studies.
2. The AI Flywheel: How to build products that get smarter with every user interaction.
3. Technical Architecture: Mastering the AI Product Lifecycle and building robust Data Pipelines.

Module 2: AI & ML Algorithms

We cover the essential algorithms used in prediction and classification.

1. Regression Models: Deep dives into Linear and Logistic Regression, including metrics like R-Square and MLE.
2. Decision Making: Using Decision Trees for feature selection.
3. Applied Learning: Real-world case studies demonstrating these algorithms in action.

Module 3: Generative AI & Deep Learning

Move beyond basic ChatGPT usage. Understand the architecture that powers modern GenAI.

1. A deep dive into Neural Networks, Deep Learning, and how GenAI models actually work.
2. From basic inputs to Advanced Prompting Techniques to get deterministic outputs.

Module 4: AI Prototyping & "Vibe Coding"

Stop waiting for engineering bandwidth. Learn to prototype your own AI ideas instantly.

1. Vibe Coding Series: A complete 3-part series (Basics, Intermediate, Advanced) on coding with AI assistance.
2. Engineering Controls: Mastering Model Temperature, System Prompts, and the PM Reliability Framework for consistent prototyping.

Module 5: Advanced Systems (RAG & Agents)

This is the frontier of AI Product Management. Learn how to build apps that use your company's own data.

1. RAG Systems: How to architect and build Retrieval-Augmented Generation applications.
2. Evaluation: Designing AI Evals for RAG systems and managing complex Agentic Workflows.

Module 6: Cracking the AI PM Interview

We deconstruct the toughest AI PM Interview Questions in the industry.

1. Success Metrics: "How would you measure the success of GPT 5.0?"
2. System Design: "Write AI Evals & Metrics for a Travel Booking Agentic Workflow."
3. Many More Such Questions

Module 7: Bonus Books

1. Access to 25+ Case Studies on AI Strategy.
2. Tech for Product Managers.

Why This Course?

1. Practical, Not Just Theoretical: We don't just talk about "AI"; we build Data Pipelines and RAG Applications.
2. Future-Proof Skills: Learn trending skills like Vibe Coding and Agentic Workflows before they become industry standards.
3. Career Focused: Dedicated modules on Interview Preparation to help you land roles at top tech firms.

Ready to upgrade your career and build the future?

[Enroll Now]