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AI Product Manager

Nanodegree Program

The AI Product Manager Nanodegree Program offers a comprehensive overview of AI and machine learning for business. It covers the basics of AI, creating a business case for AI, and measuring success. Learners will also learn to create a high-quality dataset, design annotation instructions, and build a medical imaging classification system. The program covers building and training AI models, evaluating results, and measuring impact. The capstone project involves developing a business proposal for an AI product, defining success metrics, scoping the dataset, planning model development, and building a monitoring plan.

The AI Product Manager Nanodegree Program offers a comprehensive overview of AI and machine learning for business. It covers the basics of AI, creating a business case for AI, and measuring success. Learners will also learn to create a high-quality dataset, design annotation instructions, and build a medical imaging classification system. The program covers building and training AI models, evaluating results, and measuring impact. The capstone project involves developing a business proposal for an AI product, defining success metrics, scoping the dataset, planning model development, and building a monitoring plan.

Beginner

2 months

Real-world Projects

Completion Certificate

Last Updated November 17, 2023

Skills you'll learn:
Dataset annotation • Product prototyping • Model evaluation • Product goals
Prerequisites:
Basic descriptive statistics

Courses In This Program

Course 1 3 hours

Introduction to AI in Business

Learn the foundations of AI and how these technologies can learn from data and improve or inform product development.

Course 2 3 weeks

Creating A Dataset

Build a custom data annotation job to create novel datasets.

Course 3 3 weeks

Build A Model

Learn how to train and evaluate a neural network using automated machine learning tools.

Course 4 3 weeks

Measuring Impact and Updating Models

As a product manager, you should be constantly looking to improve your machine learning models and product; learn strategies to mitigate bias, scale a product, and continuously update a model.

Taught By The Best

Photo of Kirsten Gokay

Kirsten Gokay

Product Manager at Appen

Kirsten received her Bachelor's degree in Linguistics from UC Davis. With a background in Customer Success, she's passionate about solving complex problems with easy-to-use products.

Photo of Meeta Dash

Meeta Dash

VP of Product at Appen

Meeta Dash is VP of Products at Appen, which builds AI products to help enterprises solve real world use cases. An NIT India BTech and UCDavis MBA, she's built AI and Voice/Video products at Cisco, Tokbox and CA.

Photo of Alyssa Simpson-Rochwerger

Alyssa Simpson-Rochwerger

VP of AI and Data at Appen

Alyssa is a customer-driven product leader with proven experience in scaling products from conception to large-scale ROI. As Director of Product Management at IBM Watson, she oversaw the development of a large portfolio of AI products.

Photo of Andrea Butkovic

Andrea Butkovic

Product Manager at Appen

Andrea Butkovic is a product manager focused on creating machine learning powered annotation tools for AI teams at Appen. Andrea has a degree in Geography from UC Berkeley with a focus in Cartography.

Photo of Kiran Vajapey

Kiran Vajapey

Senior HCI Developer at Appen

Kiran Vajapey is an HCI Developer working on creating new products and interfaces to advance AI in industry. Kiran has a Master's in CS from Cornell and has previous experience in HR Tech, Fintech, and product architecture.

Ratings & Reviews

Average Rating: 4.4 Stars

(268 Reviews)

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AI Product Manager

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4 Months

Average time to complete a Nanodegree program

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Discount applies to the first 4 months of membership, after which plans are converted to month-to-month.

About AI Product Manager

In our AI Product Manager Nanodegree program, you'll immerse yourself in the world of AI and machine learning tailored for business. This beginner-friendly course covers the essentials of AI, from dataset annotation to model evaluation, preparing you to take on the role of an AI product manager. You'll engage in hands-on projects, learning to create datasets, develop AI models, and measure their impact effectively. With guidance from experts like Kirsten Gokay and Meeta Dash, this AI product manager course empowers you to build and manage AI-driven products with confidence. At Udacity, we pride ourselves on bridging the gap between learning and real-world application. Our learners gain not just knowledge but the practical skills they can apply immediately, ensuring they're job-ready from day one. Join us and transform your career in AI product management.