Ai For Product Management Bootcamp

Ai For Product Management Bootcamp
Published 9/2025
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz

Use the AI Canvas for applications from Health Tech to retail and fintech

What you’ll learn

Learn how to use the AI Product Canvas

Apply AI Product Canvas to predictive an generative AI

Explore 25+ real-world AI use cases across industries-from chatbots and fraud detection to medical triage and AI-generated onboarding flows.

Identify AI opportunities using both predictive and generative AI tools across real-world product use cases.

Frame predictive and generative AI into product management opportunities

Define data strategy essentials, including sourcing, labeling, privacy, and quality management, using industry-ready templates and checklists.
Learn from cutting-edge examples including facial recognition bias, predictive maintenance for IoT, knowledge base automation, and regulatory pitfalls in health

Discover exotic and emerging AI applications, such as AI for scent profiling, synthetic patient generation, and robotic fashion advisors, to inspire innovation

Evaluate and prioritize AI features based on user needs, business impact, and technical feasibility.

Write AI-ready Product Requirement Documents (PRDs) that specify data, model, evaluation metrics, and ethical considerations.

Understand regulatory and privacy challenges (GDPR, HIPAA) and how to design compliant AI systems from the ground up.

Requirements

No previous experience needed

Description

Overview

Section 1: Foundations – AI for Product Managers

Lecture 1 Why AI Changes Product Management

Lecture 3 AI Industry trends& Job Expectations- Generative AI, Agents, No-Code Prototyping

Section 2: AI Problem framing and the AI Canvas

Lecture 4 AI Problem framing: From User Need to AI Prediction Problem

Lecture 5 Problem-AI Fit Assessment (When Not to Use AI)

Lecture 6 AI Product Canvas Walkthrough

Lecture 7 Churn Prediction in AI Product Canvas (Case Study)

Section 3: AI canvas applied to Prediction problems – From Lead scoring to Feature Adoption

Lecture 8 Lead Scoring with AI Product Canvas

Lecture 9 Inventory Demand Forecasting with AI Product Canvas

Lecture 10 Feature Adoption Prediction with AI Canvas