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:

901 - Structuring Machine Learning Projects 的 925 个评论(共 5,746 个)

创建者 Khoa N

Jul 20, 2018

Great course as always. I learned a bigger picture of applying deep learning in to real world problems. Ready to move on to the next course of the Specialization

创建者 Temporary N

Oct 30, 2017

Surprisingly good for a course with no coding. I was almost expecting some pointless filler, but content is actually useful and delivers on providing intuitions.

创建者 Yashwanth R M

Dec 16, 2023

This course teaches a lot of practical knowledge which you will only get after working on a lot of machine learning problems. The simulator quizzes are awesome.

创建者 Amber

May 18, 2022

This was an exceptionally vital part of the Deep Learning Specialization series. Gave me great insight and intuition to apply solutions to my personal project.

创建者 Nitin B

May 27, 2019

The course gave me really practical insights. The exercises are designed to communicate the concept absolutely clearly. Highly recommended for everyone. Thanks.

创建者 Divya M

Nov 7, 2018

Thank you Andrew NG. This thanks is not sufficient for your mentoring to the machine learning community. Thanks for teaching and spreading your knowledge to us.

创建者 Muhammad Y

Aug 12, 2018

As stated in the preview of course, this course really does provide excellent systematic advice on practical or applied ML that I haven't come across elsewhere.

创建者 Nadia C

Jun 6, 2018

Very comprehensive guide on how to initiate an DL project and how to improve its performance based on the nature of the problem, the data available and results.

创建者 Tamilarasu S

Jan 20, 2018

This course ties all the information from the previous courses into one concrete understanding.

The quizzes are mostly subjective based on what is said in class.

创建者 Moises V

Dec 25, 2017

There is plenty of room for errors building smart systems with Deep Learning, this course taught me some techniques to narrow down the possibilities. Thank You!

创建者 Marlon C

Dec 4, 2017

This course contained a lot of great practical tips for implementing Artificial Neural Networks and structuring your own machine learning and learning projects!

创建者 Sebastián R

Oct 14, 2017

It has very useful tricks to improve performance in deep learning projects. Tricks that are not commonly seen in theoretical or academical contexts (if at all).

创建者 Eduardo S B

Mar 24, 2021

Muito bom, ótimo curso para você aprender sobre como estruturar um projeto, tudo o que você deve considerar, todos os passos que deve seguir. Recomendo demais!

创建者 Rajapantula U M R

May 4, 2020

This course gives the all insights that you need when you a model and working on it's efficiency. A shorter course yet can make a lot of impact on your career.

创建者 Ayush K

Apr 23, 2020

practical and really liked the quiz in the form of case study. Interviews were really interesting to get an idea about possible new frontiers of deep learning.

创建者 Mohammad A P A

Nov 9, 2019

Great course, Great quizzes, I wish there could also be some homework or some implementation of the ideas such as Transfer Learning. Anyway, Great as always ;)

创建者 Zhiwei ( Y

Feb 24, 2018

This course contains guidelines and references that may help save ML/DL practitioners heaps amount of time in trial-and-error. Definitely worth of re-visiting.

创建者 Erik T

Jun 21, 2021

Easy to learn and informative in terms of how to structure a machine learning project and how to improve it. Provides great examples to easily grasp concepts

创建者 Dr V R P

Nov 7, 2019

Well structured quizzes. Makes you think, apply sound rationale. Definitely gives a flavor of the kind of decisions you should make in real-world ML projects.

创建者 Kosala W

Nov 1, 2018

Superb introduction to structuring an ML project. Super explanation from the Guru himself (Andrew Ng) with lots of examples followed by two challenging tests.

创建者 Aninoy M

Sep 30, 2018

This course is pure gold. 99% of these tricks are not taught in any university curriculum and are very helpful in the real-world application of deep learning.

创建者 Jeff C

Mar 4, 2018

Provides insights and experience that seem like they could take years to learn in a work environment, and which augment the theory and coding taught thus far.

创建者 Ting-Shuo Y

Nov 11, 2017

This course is great because it discussed the strategic aspect of ML projects. All practitioners with some experiences should benefit from this course a lot.

创建者 Ankesh K P

Sep 4, 2017

Most important part of machine learning training is the ability to apply it to the real world problems. This course filled this much needed gap. Thanks a lot!

创建者 Abhay G

Aug 17, 2017

Gave some really good and deep insights on how to work on machine learning projects. Again loved the simple and easy-to-understand explanations of the course.