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AI Product Manager
About Course
AI enables innovation by automating tasks that were previously repetitive, and time-consuming. Today, it seems like every business either depends fundamentally on the capabilities of AI, or seeks to rapidly upskill its workforce to compete in the new, AI world.eDiploma Credit: 2 Points
This ultimate goal of the AI Product Manager
Nanodegree program is to help learners
acquire the unique skills that define the
success of a machine learning product.
Learners will identify business cases that can
benefit from AI technologies, and implement
best practices for designing datasets and
product prototypes. A graduate of this
program will be able to:
- Decide to use an unsupervised,
supervised, or deep learning model when
approaching a specific problem. - Design a data annotation job to create a
novel dataset. - Build predictive models using automated
machine learning tools. - Compare the performances of learned
models using suitable metrics. - Prototype, test, and iterate on an AI
product.
Course Curriculum
Introduction to AI in Business
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INTRODUCTION TO AI AND MACHINE LEARNING
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USING AI AND ML IN BUSINESS
Create a Dataset
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DATA FIT & ANNOTATION
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PROJECT: MEDICAL IMAGE ANNOTATION
Build a Model
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TRAINING AND EVALUATING A MODEL
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PROJECT: BUILD A MODEL
Measuring Impact and Updating Models
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MEASURING BUSINESS IMPACT & MITIGATING BIAS
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CASE STUDY: VIDEO ANNOTATION
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PROJECT: CAPSTONE PROPOSAL
Course certificate
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