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April 15, 2022

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
  • INTRODUCTION TO AI AND MACHINE LEARNING
  • USING AI AND ML IN BUSINESS
Create a Dataset
  • DATA FIT & ANNOTATION
  • PROJECT: MEDICAL IMAGE ANNOTATION
Build a Model
  • TRAINING AND EVALUATING A MODEL
  • PROJECT: BUILD A MODEL
Measuring Impact and Updating Models
  • MEASURING BUSINESS IMPACT & MITIGATING BIAS
  • CASE STUDY: VIDEO ANNOTATION
  • PROJECT: CAPSTONE PROPOSAL
Course certificate
  • Order your certificate
    00:00

About the instructor

4.00 (18 ratings)

35 Courses

2 students

$100,00
Durations: 1440 hours
Lectures: 10
Students: Max 0
Level: Beginner
Language: English
Certificate: Yes

Requirements

  • Access to the internet and a 64-bit computer

Audience

  • Basic computer skills and experience navigating online.