Udacity | AI Product Manager ND v1.0.0 [FCO]

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  • TypeTutorials
  • LanguageEnglish
  • Total size741.4 MB
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  • Last checkedSep. 14th '19
  • Date uploadedSep. 12th '19
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NANODEGREE PROGRAM–nd088

Become an AI Product Manager

Learn to develop AI products that deliver business value. Build skills that help you compete in the new AI-powered world.

• ESTIMATED TIME

2 Months

At 5-10 hours/week

• ENROLL BY

September 25, 2019

Get access to classroom immediately on enrollment

• PREREQUISITES

No Experience Required

See prerequisites in detail

IN COLLABORATION WITH

What You Will Learn

SYLLABUS

AI Product Manager

You’ll learn how to evaluate the business value of an AI product. You’ll start by building familiarity and fluency with common AI concepts. You’ll then learn how to scope and build a data set, train a model, and evaluate its business impact. Finally, you’ll learn how to ensure a product is successful by focusing on scalability, potential biases, and compliance. Along the way, you’ll review case studies and examples to help you focus on how to define metrics to measure the business value for a proposed product.

Estimated 2 Months

PREREQUISITE KNOWLEDGE

No prior experience is required.

• Introduction to AI in Business

Gain foundational knowledge of AI and machine learning, how to develop a business case for an AI application, and how and when to use AI in a product.

• Creating a Dataset

A high-quality training data set is essential for machine learning models. Learn how to create a high-quality dataset, including how well the data fits a particular use case.

CREATE A MEDICAL IMAGE ANNOTATION DATA SET WITH FIGURE EIGHT

• Building a Model

Learn how a neural network produces a decision and how “training” works. You’ll also learn how to use training data and how to evaluate the results of a model.

BUILD A MODEL WITH GOOGLE AUTOML

• Measuring Impact and Updating Models

Learn how to measure post-deployment impact, and how to make data-informed improvements on your model. You’ll also learn how to avoid unwanted bias, ensure security and compliance, and how to scale your product.

CAPSTONE PROJECT

NEED TO PREPARE?

There are no requirements to enroll in this program.

Learn with the best

GET STARTED

Become an AI Product Manager

LEARN

Develop products that leverage AI by learning how AI can influence your business, how to scope and train AI models, and how to measure success.

AVERAGE TIME

On average, successful students take 2 months to complete this Nanodegree program.

BENEFITS INCLUDE

• Real-world projects from industry experts
• 1-on-1 technical mentor
• Personal career coach & career services



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