Chevron Left
返回到 Machine Learning Foundations for Product Managers

学生对 杜克大学 提供的 Machine Learning Foundations for Product Managers 的评价和反馈

4.6
98 个评分

课程概述

In this first course of the AI Product Management Specialization offered by Duke University's Pratt School of Engineering, you will build a foundational understanding of what machine learning is, how it works and when and why it is applied. To successfully manage an AI team or product and work collaboratively with data scientists, software engineers, and customers you need to understand the basics of machine learning technology. This course provides a non-coding introduction to machine learning, with focus on the process of developing models, ML model evaluation and interpretation, and the intuition behind common ML and deep learning algorithms. The course will conclude with a hands-on project in which you will have a chance to train and optimize a machine learning model on a simple real-world problem. At the conclusion of this course, you should be able to: 1) Explain how machine learning works and the types of machine learning 2) Describe the challenges of modeling and strategies to overcome them 3) Identify the primary algorithms used for common ML tasks and their use cases 4) Explain deep learning and its strengths and challenges relative to other forms of machine learning 5) Implement best practices in evaluating and interpreting ML models...

热门审阅

WM

Jan 9, 2022

A very good introduction to ML Jon Reifschneider explains very well the topics with real-world experience

-based on this professional experience.

SV

Nov 29, 2021

Really a good introduction to Machine Learning, it helps you to boost your interest on the field and create a product from zero!

筛选依据:

1 - Machine Learning Foundations for Product Managers 的 25 个评论(共 29 个)

创建者 Jun W T

Dec 18, 2021

创建者 Ramanan K

Feb 21, 2022

创建者 Amr

Jan 28, 2022

创建者 Wolf Z

May 9, 2022

创建者 Justine R

Mar 17, 2022

创建者 Jose A B

Jun 9, 2022

创建者 Arun S

Sep 3, 2022

创建者 Wilberto M

Jan 10, 2022

创建者 Sofía P V

Nov 30, 2021

创建者 John P

Apr 25, 2022

创建者 Artem K

Sep 27, 2022

创建者 Deepak K

Oct 15, 2022

创建者 Nancy

Jan 18, 2022

创建者 Pankaj

Mar 3, 2022

创建者 Xheni L

Jul 21, 2022

创建者 GORAKH S W

Nov 14, 2022

创建者 Vikas K

Sep 26, 2022

创建者 Richard S

Jun 16, 2022

创建者 B S P

Mar 7, 2022

创建者 Ali A

Mar 26, 2022

创建者 white

Jul 27, 2022

创建者 Gaytri B

Jan 24, 2022

创建者 Michael H

Oct 31, 2022

创建者 Michael G

Aug 26, 2022

创建者 Ritika S

Oct 17, 2022