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AI Product Management
Coursera
Specialization
Unknown

AI Product Management

Duke University

Understand when and how to apply AI and learn fundamentals of managing machine learning projects with an emphasis on privacy and ethical product design.

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About this Course

Organizations in every industry are accelerating their use of artificial intelligence and machine learning to create innovative new products and systems. This requires professionals across a range of functions, not just strictly within the data science and data engineering teams, to understand when and how AI can be applied, to speak the language of data and analytics, and to be capable of working in cross-functional teams on machine learning projects. This Specialization provides a foundational understanding of how machine learning works and when and how it can be applied to solve problems. Learners will build skills in applying the data science process and industry best practices to lead machine learning projects, and develop competency in designing human-centered AI products which ensure privacy and ethical standards. The courses in this Specialization focus on the intuition behind these technologies, with no programming required , and merge theory with practical information including best practices from industry. Professionals and aspiring professionals from a diverse range of industries and functions, including product managers and product owners, engineering team leaders, executives, analysts and others will find this program valuable

What You'll Learn

  • Identify when and how machine learning can applied to solve problems
  • Apply human-centered design practices to design AI product experiences that protect privacy and meet ethical standards
  • Lead machine learning projects using the data science process and best practices from industry

Prerequisites

  • No deep prior experience is required, but basic computer and internet skills are helpful
  • Ability to read course instructions in English and complete short practice activities

Instructors

J

Jon Reifschneider

Director, Master of Engineering in AI for Product Innovation, Duke University

Topics

Machine Learning
Data Science
Design and Product
Computer Science
Classification And Regression Tree (CART)
Data Ethics
Data Management
Data Preprocessing
Data Quality
Deep Learning

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

التعلم الآلي
علوم البيانات
التصميم والمنتجات
علوم الحاسوب
شجرة التصنيف والانحدار (CART)
أخلاقيات البيانات
إدارة البيانات
معالجة البيانات
Data Quality
Deep Learning

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