HomeCoursesMastering AI Product Management

AI-powered learning

Save

Mastering AI Product Management

Lead the GenAI revolution with in-depth knowledge of AI product management. Future-proof your skills in AI infrastructure, model development, commercialization, and vertical customization strategies.

4.6

133 Lessons

15h

Join 2.9 million developers at

LEARNING OBJECTIVES

Understanding of the principles and tools for AI-based product development
A working knowledge of machine learning and deep learning technologies
Strategy development for macro and micro-level management of AI-infused products
The ability to productize machine learning services and customize solutions for specific verticals
The ability to benchmark AI product performance and optimize strategies

Learning Roadmap

133 Lessons110 Quizzes

Getting Started

Get familiar with responsible AI adoption, risks, and building AI-driven solutions.

Course Overview

Infrastructure and Tools for Building AI Products

Get started with the core tools and infrastructure for developing, managing, and deploying AI products.

Introduction to Infrastructure and Tools

Definitions: What Is and Is Not AI

Machine Learning vs. Deep Learning – Understanding the Difference

Learning Types and Supervised Learning Models

Semi-supervised, Unsupervised, and Reinforcement Learning Models

The Order—Flow and Process

Data Containers and Pipelines

Managing Projects—IaaS

Deployment Strategies

Model Development and Maintenance for AI Products

10 Lessons

Explore model development, maintenance, NPD stages, model types, training, deployment, and ethical practices.

Machine Learning and Deep Learning Deep Dive

10 Lessons

Grasp the fundamentals of machine learning, deep learning, neural networks, and ethical considerations in AI.

Commercializing AI Products

8 Lessons

Map out the steps for commercializing AI products in B2B and B2C markets.

AI Transformation and Its Impact on Product Management

8 Lessons

Follow the process of transforming product management with AI innovations across industries.

Understanding the AI-Native Product

10 Lessons

Build on developing successful AI strategies, stages of development, team roles, and customization.

Productizing the ML Service

11 Lessons

Step through the process of transforming AI services into commercial products for targeted audiences.

Customization for Verticals, Customers, and Peer Groups

10 Lessons

Unpack the core of customizing AI products for verticals, focusing on market needs and strategies.

10.

Macro and Micro AI for Our Product

12 Lessons

Examine macro and micro AI to optimize products, addressing successes, pitfalls, and practical applications.

11.

Benchmarking Performance, Growth Hacking, and Cost

12 Lessons

Grasp the fundamentals of using metrics, KPIs, and growth hacking for AI product success.

12.

The Rising Tide of AI

8 Lessons

Map out the steps for AI adoption, industry impact, and strategic product management.

13.

Trends and Insights Across Industry

8 Lessons

Investigate AI's transformative impact, growth areas, and strategies for successful industry integration.

14.

Evolving Products into AI Products

11 Lessons

Build on the strategic integration of AI into existing products to create long-term value.

15.

Conclusion

Get familiar with AI's potential, ethical concerns, and strategic positioning in product management.

Wrap Up

Certificate of Completion

Showcase your accomplishment by sharing your certificate of completion.

Developed by MAANG Engineers

ABOUT THIS COURSE

This course is designed comprehensively for aspiring leaders and managers in the digital world. It embarks you on a transformative learning journey into the dynamic landscape of AI product management, where innovation meets strategy. You will begin this course with fundamental principles, essential infrastructure, and tools for AI-based products and dive deep into model development and maintenance. You will then explore the complexities of machine learning and deep learning and progress toward proven commercialization strategies for AI products. Next, you will learn macro and micro strategies for managing products built around AI, productizing machine learning services, and customizing specific verticals. By the end of this course, you will have in-depth knowledge of AI product management and a deep understanding of the AI realm. You will be well-equipped to stay ahead of industry trends, focus on innovation and creativity, and elevate your career with in-depth specialized AI expertise.

ABOUT THE AUTHOR

Packt

A tech learning platform that provides online courses, eBooks, videos, and other resources to help individuals and organizations stay ahead of emerging and popular technologies.

Learn more about Packt

Trusted by 2.9 million developers working at companies

These are high-quality courses. Trust me the price is worth it for the content quality. Educative came at the right time in my career. I'm understanding topics better than with any book or online video tutorial I've done. Truly made for developers. Thanks

Anthony Walker

@_webarchitect_

Just finished my first full #ML course: Machine learning for Software Engineers from Educative, Inc. ... Highly recommend!

Evan Dunbar

ML Engineer

You guys are the gold standard of crash-courses... Narrow enough that it doesn't need years of study or a full blown book to get the gist, but broad enough that an afternoon of Googling doesn't cut it.

Software Developer

Carlos Matias La Borde

I spend my days and nights on Educative. It is indispensable. It is such a unique and reader-friendly site

Souvik Kundu

Front-end Developer

Your courses are simply awesome, the depth they go into and the breadth of coverage is so good that I don't have to refer to 10 different websites looking for interview topics and content.

Vinay Krishnaiah

Software Developer