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学生对 DeepLearning.AI 提供的 Structuring Machine Learning Projects 的评价和反馈

4.8
50,128 个评分

课程概述

In the third course of the Deep Learning Specialization, you will learn how to build a successful machine learning project and get to practice decision-making as a machine learning project leader. By the end, you will be able to diagnose errors in a machine learning system; prioritize strategies for reducing errors; understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance; and apply end-to-end learning, transfer learning, and multi-task learning. This is also a standalone course for learners who have basic machine learning knowledge. This course draws on Andrew Ng’s experience building and shipping many deep learning products. If you aspire to become a technical leader who can set the direction for an AI team, this course provides the "industry experience" that you might otherwise get only after years of ML work experience. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

热门审阅

MG

Mar 30, 2020

It is very nice to have a very experienced deep learning practitioner showing you the "magic" of making DNN works. That is usually passed from Professor to graduate student, but is available here now.

YP

Jul 25, 2018

Very important and valuable intuitions about DNN training/optimization. It's full of really practical information while implementing my own models.DNN을 실제 적용할때 반드시 이해하고 적용해야 할 실질적 내용들로 구성된 멋진 코스 입니다!

筛选依据:

2526 - Structuring Machine Learning Projects 的 2550 个评论(共 5,746 个)

创建者 Liusha H

Aug 13, 2019

Really good methodology review from experienced data scientist

创建者 zhijun l

Jan 17, 2019

A very good guide that has never been taught elsewhere before.

创建者 PRIYANK U P

Oct 18, 2018

Enjoyed the thrilling lesson! Learned a lot.ThankYou_Professor

创建者 Lei Z

Jul 17, 2018

It covers a lot of strategies in real project. Awesome course~

创建者 Soumik M

May 30, 2018

An amazing and informative course for every aspirant out there

创建者 田玉文

Apr 16, 2018

I got some experiences that I couldn't get from other classes.

创建者 tusheng w

Apr 4, 2018

very useful course on dealing with model and dataset analysis.

创建者 Hua W

Jan 29, 2018

It is great to learn some real model design story from Andrew!

创建者 gaozhipeng

Dec 28, 2017

has a lot tuitions on practical issues! Very much recommended!

创建者 Steven S

Nov 17, 2017

Fantastic content and concise easy-to-understand presentation!

创建者 Arushi A

Oct 7, 2017

good insight to make decisions on how to prioritise ML problem

创建者 Derek C

Sep 3, 2017

Excellent course, full of really useful advice and techniques.

创建者 Viktor K

Jul 26, 2021

One thing they don't teach you at universities. Thank you!!!

创建者 scico m

Feb 19, 2021

awsome but need some coding noteboot as example or assignment

创建者 David J

Aug 23, 2020

Learned a lot, the instructor has a great presentation style.

创建者 Shihab S

Jun 18, 2020

Really give you a better understanding over different models.

创建者 - A U S

May 27, 2020

Very helpful exercises; truly put your learnings to the test.

创建者 Adarsh S

May 16, 2020

One of the best course to get some insight of the real world.

创建者 GONZALEZ R S

May 15, 2020

It´s an excellent course about Machine Learning for Beginners

创建者 Pravesh S

May 13, 2020

Very detailed, and crux. Nobody teaches like this in academia

创建者 Luca P

Feb 26, 2020

Precious baggage of wise tips to become smarter practitioners

创建者 Ganapathy C

Dec 30, 2019

Amazing course to start Machine Learning. Thank You Andrew Ng

创建者 James Z H

Oct 3, 2019

Very practical aspects of managing machine learning projects.

创建者 Tuấn L

Aug 12, 2019

Helpful course with many practical case studies and examples!

创建者 Jummel S

Jun 30, 2019

This will be really useful for my future projects. Thank you!