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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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1201 - Structuring Machine Learning Projects 的 1225 个评论(共 5,746 个)

创建者 S. G p l

Jun 18, 2020

Very good explanations, we could learn many different things, so thank you for teaching. Keep learning & charming. Thank you 😊☺.

创建者 Sylwester M

May 21, 2020

This course saved thousands of hours to be spent on collecting so many valuable hints taken from different fields. Thanks Andrew!

创建者 Jérémie D

Apr 13, 2020

As always, these courses are awesome. I love the "flight simulator approach" for the 2 tests (real questions on real uses cases).

创建者 Guoliang

Apr 6, 2020

This is a sort of introduction to high-level strategical view of machine learning practicing. Very practical and easy-to-follow.

创建者 Abdulrahman S

Sep 1, 2019

I really enjoyed this course! It gives me industrial perception on deep learning projects which I am looking into for many yeats.

创建者 Kartikay S

Jul 24, 2019

Although this was a more theory based course, I really understood the ways one can work on data issues and lack of data problems.

创建者 Manikandan R

Oct 16, 2018

The amount of value this short course gives is enormous and every deep learning engineer should know this much before than later.

创建者 RAKSHIT G L

May 20, 2018

I really love the way Andrew NG sorts everything he has to tell in such an understandable manner for listeners. Loads of thanks!!

创建者 Marsh

Oct 4, 2017

This course shares a lot of practical wisdom. Anyone who values efficiency and effectiveness is sure to find this course helpful.

创建者 Xuefeng P

Sep 1, 2017

It would be even better, if multi-task learning can be taught more mathematically, and with corresponding programming assignment.

创建者 Bahadir K

Aug 17, 2017

It was great to have a structured overview to identify problems in a deep learning algorithm. thanks for putting it all together.

创建者 Anfernee

Jul 7, 2020

It is a very useful course for anyone who wants a systematic introduction of how to start and manage a machine learning project.

创建者 Nisheet R

May 21, 2020

This course serves introduces to a lot of tricks and techniques as to how we should approach Deep Learning Projects in Practice.

创建者 DARSHAN D

Apr 18, 2020

Got great insights on how to improve the ML projects, really useful and something you may not find anywhere else on the internet

创建者 Ahmet C

Nov 12, 2019

Must have for anyone who is serious about deep learning. Without having this course, don't even think to start to a new project.

创建者 Kamlesh K J

May 26, 2019

great content of course. Help lot on how to start on new machine learning implementation and how to deal diff different scenario

创建者 Elad A

Jan 27, 2019

A wonderful course to learn strategies about how set up and develop the deep-learning network depends on the algorithm's errors.

创建者 jiajun z

Oct 20, 2018

It's very practical in the practice. and can save a lot time when you solve the problem.I think it very meaningful to my project

创建者 Adrianus B K

Oct 14, 2018

What is shared in this course is very practical and will be very valuable to anyone embarking on a real machine learning project

创建者 Md Z S

Aug 13, 2018

Great insight on how to structure and plan a new project. Lot of practical examples of diagnosing an error and how to tackle it.

创建者 Assaf K

Jun 2, 2018

Very practical course. Provides really great tools and methodologies for running ML project in the industry. Love it, thank you!

创建者 Vaibhav J

Oct 17, 2017

it was a great experience and gave a lot of incite to how to really extract meaning from your performane so as to take next path

创建者 Zhiyang W

Aug 21, 2017

Useful experience from Professor Ng's work in building machine learning projects throughout the course. Very useful and helpful!

创建者 Niels M

Dec 14, 2022

Everyone can make a network, not everyone can improve it. This course is probably the most valuable one in this specialization.

创建者 Muhammad I

Jan 13, 2021

Awesome to complete and acquire new dimensions of course to boost skills in the AI paradigm. Thanks to Coursera and Instructors