HomeCoursesMastering AI Product Management

Intermediate

15h

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.

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Overview

Content

Reviews

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.

This course is designed comprehensively for aspiring leaders and managers in the digital world. It embarks you on a transformati...Show More

WHAT YOU'LL LEARN

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

Understanding of the principles and tools for AI-based product development

Content

133 Lessons110 Quizzes

Getting Started

1 Lessons

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

Course Overview

Infrastructure and Tools for Building AI Products

13 Lessons

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

1 Lessons

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

Certificate of Completion

Showcase your accomplishment by sharing your certificate of completion.

Course Author:

Packt

Developed by MAANG Engineers

Every Educative lesson is designed by a team of ex-MAANG software engineers and PhD computer science educators, and developed in consultation with developers and data scientists working at Meta, Google, and more. Our mission is to get you hands-on with the necessary skills to stay ahead in a constantly changing industry. No video, no fluff. Just interactive, project-based learning with personalized feedback that adapts to your goals and experience.

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