Chevron Left
返回到 Structuring Machine Learning Projects

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.

筛选依据:

1651 - Structuring Machine Learning Projects 的 1675 个评论(共 5,746 个)

创建者 J C G

Feb 1, 2019

Useful insights that might greatly contribute to the success of a deep learning project. Thank you!

创建者 Anton V

Jun 20, 2018

Great course to gain some insights on how to save time when tackling various deep learning problems

创建者 Rupert

Feb 18, 2018

Very good insights and clearly shown approches which cost much pain in real life to learn by doing.

创建者 Pietro C

Oct 1, 2017

Very, very good and practical strategy for ML projects. Invaluable advice if you are just starting.

创建者 Mengyun Z

Sep 13, 2017

This is more like a overall strategy class, teach us to select the method of proceed on DL project.

创建者 Sebastian F

Aug 21, 2017

Knowledge nuggets!!! Andrew Ng, in its known style, explain complex subjects in the simplest terms.

创建者 Rakibul H R

Sep 15, 2022

This course has filled my expected level to learn. I have enriched myself enough with the course.

创建者 Joaquin G

Jun 20, 2022

Gives you a lot of intuition. I hope that I will be able to use it in future projects of my own.

创建者 Lambertus d G

Nov 2, 2020

Good insights in setting up ML projects, setting the target and deciding on what structures to use

创建者 Alejandro N

Sep 22, 2020

I loved it. This is knowledge that I could actually have never gotten so clear without the course.

创建者 Sarith D M

Jul 12, 2020

Thank you Professor Andrew Ng and teaching assistants Younes Bensouda Mourri and Kian Katanforoosh

创建者 Kiran U K

Apr 18, 2020

This course was really helpful. I rarely found this kind of course in internet but is very useful.

创建者 Bamory K

Apr 14, 2020

Really helpful pratical advices. Every video is worth watching, I definitey recommend this course.

创建者 Subhodip B

Mar 18, 2020

Very vital for real-life deep learning projects! Teaches subtle nuances that take years to master.

创建者 薛正坤

Feb 20, 2020

The teacher's explanation has benefited me a lot. I am very grateful for the teacher's instruction

创建者 Luis M

Feb 16, 2020

Very helpful to understand different options to progress improving your solution of deep learning.

创建者 Sadam H

Dec 14, 2019

I learned a few useful insights that might do me good in my current ongoing and upcoming projects.

创建者 Hossein E Z

Jul 25, 2019

This course would be so useful for me on tuning and editing models I will make and improve. Thanks

创建者 Rajnish K

May 29, 2019

this course is good for building foundation and start a career in data science and computer vision

创建者 Rory M

Apr 1, 2019

Great course - it was a nice change of pace to have a higher-level view of the processes involved.

创建者 Sahil K S

Mar 17, 2019

This Course Exceptionally well for Students who eagerly wants to pursue in Machine Learning Field.

创建者 Ivan T

Sep 15, 2018

Superb course. Really practical knowledge that normally isn't taught at schools or online courses.

创建者 Fredrick H

Aug 17, 2018

Excellent practical aspects of ML development. Flight simulator exam strategy was very effective.

创建者 Wang J

Jul 19, 2018

The content of this sub-course is very nice, and I have learned some practical engineering skills.

创建者 Kostas T

Jun 16, 2018

Great course! Very practical and a great resource for becoming a machine learning product manager.