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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

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!

WG

Mar 18, 2019

Though it might not seem imminently useful, the course notes I've referred back to the most come from this class. This course is could be summarized as a machine learning master giving useful advice.

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1451 - Structuring Machine Learning Projects 的 1475 个评论(共 5,746 个)

创建者 Ankit B

Oct 17, 2019

The course was helpful in building concepts that are not well taught as part of other deep learning curriculums.

创建者 Bethuel K

Aug 10, 2019

ML is just awesome. It's so much motivating and eye-opener to every good job I thought of. Let me keep learning.

创建者 Ufuk T

Apr 11, 2019

It is a useful course that I recommend. You can learn a lot about improving neural networks and troubleshooting.

创建者 Ejiro O

Nov 15, 2018

This course gives a very insightful perspective when looking to machine learning problems and how to solve them.

创建者 Dineshkumar V

Oct 23, 2018

The course does a good job in explaining the real life problems that we will face while solving deep learning pr

创建者 Paul G H

Apr 19, 2018

Great practical advice on how to approach machine learning projects - helps with defining tangible project goals

创建者 Michael S

Jan 3, 2018

I cannot say how much I appreciate Andrew sharing his approach with us. It has helped me immensely in my career.

创建者 Andrés T

Aug 15, 2020

Importante este curso para poder entender los retos que se puedan presentar en la vida real en proyectos de AI.

创建者 Hαsίβυπ R

Jul 18, 2020

Great and very helpful course and again i wanna give another hats off to my most favorite Instructor Andrew Ng.

创建者 KARTHIK P

Jul 15, 2020

It is a great course for those who want to learn how to analyse and save time doing error analysis on DL models

创建者 Niklas T

Jun 10, 2020

Very interesting course with lots of helpful advices from Andrew Ng how to structure and organize a DL project.

创建者 VINAY S

May 22, 2020

A great course to get insight into dealing with the outcomes of a machine learning project.

Thank you very much.

创建者 Mohammed E

Apr 6, 2020

This course is extremely important because it learns you how to plan and formulate your deep learning projects.

创建者 Ronald C

Mar 29, 2020

One of the very few courses that teaches how to improve the performance of machine learning models in practice.

创建者 Marcel B

May 9, 2019

Sometimes a little to repetitive, but great insights and these flight simulators are NIIIICE. Really well done.

创建者 Pratik K

Feb 28, 2019

Really great course, would recommend every machine learning student as well as professional to enroll for this.

创建者 Manpreet M

Jan 30, 2019

Very well presented. The strategies given are helpful in deciding how to approach any machine learning project.

创建者 Brian ( B

Nov 9, 2018

learning strategic thinking of managing a machine learning project and some tips on performing model diagnosis.

创建者 jaylen w

Oct 18, 2018

Great courses to help ML engineers to better master how to structure their ML projects nicely and scientificly.

创建者 Johnathan C

Sep 11, 2018

Really useful information about how to structure your projects, based on what kinds of data you have access to!

创建者 Fernando A

Jul 25, 2018

This is an amazing course for people that are just starting with neural networks and for advanced learners too.

创建者 Shrey P

Jun 22, 2018

Great course for learning the practical aspects of deep learning. Homework assignments are particularly useful.

创建者 Yashveer s Y

Jun 11, 2018

This course mainly focus on those people who are working in industry out there but also good for beginners too.

创建者 Soumya B

Mar 5, 2018

The course covers a lot of interesting angles in designing a ML project. The assignments are thought provoking.

创建者 Wei Y

Jan 22, 2018

A lot of instruction on model set up experience, especially helpful for new students starting on a new project.