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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....

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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!

TW

Jul 16, 2019

I am glad I took this class. There are a lot of things think about with respect to structuring your M/L project. Fortunately, it is not as mysterious as people often claim...but it is very nuanced.

筛选依据:

1951 - Structuring Machine Learning Projects 的 1975 个评论(共 5,746 个)

创建者 方伟

Nov 7, 2017

The course gives me many ideas about how to get a neural network system works better.

创建者 Flávio R A

Sep 8, 2017

Awesome unique material. Tks Andrew Ng and team for sharing such valuable experience!

创建者 Eldar Š

Aug 18, 2017

Very useful. Using deep learning project flight simulator was interesting experience.

创建者 Shintya R R M

Apr 22, 2021

This course gives me guidance, tips and tricks to deal with problems in ML projects.

创建者 Jean-Michael B

Dec 7, 2020

Great to get the theory behind development and building of models and address errors

创建者 Azzeddine R B

Oct 6, 2020

A real outstanding course. Thank you professor, Coursera and Depp Learning AI teams.

创建者 denglh

Jul 16, 2020

Nice course. Learned a lot! Thank you for the whole team which provided this course!

创建者 Lavakumar V

Jul 6, 2020

Thank you so much. It is an excellent topic and very good at making me undestand it.

创建者 Shomnath S

Jun 4, 2020

These course is awesome. I want more courses on deep learning projects in practical.

创建者 Daniel H

May 19, 2020

Really impressed with the end of week quizzes. Lectures as clear as usual. Thank you

创建者 Bany I

Mar 30, 2020

Scenarios really force you to think through the different outcomes of each decision.

创建者 Marshall

Feb 13, 2020

Very interesting case study-based quizzes that made me think about the new material.

创建者 Shilin G

Jul 21, 2019

very useful videos and quizzes. just the end2end part is less in-depth than I hoped.

创建者 Charles Z

Mar 28, 2019

it's more valuable for troubleshooting of underfitting and overfitting in practice

创建者 Jun W

Nov 5, 2018

Nice overview of things you need to consider before starting and during ML projects.

创建者 Tina

Jul 19, 2018

the advice of dealing with data distribution and transfer learning are very helpful!

创建者 [email protected]

Apr 16, 2018

this gives more insite to real world dl problems and also how to handle them as well

创建者 Parallel

Apr 14, 2018

This course gives me many practical advices which help me to build a useful DL model

创建者 shubham a

Apr 8, 2018

very detailed and practical course on how to start building a deep learning project.

创建者 Qing C

Apr 2, 2018

More generalized information to address realsitic issues when using machine learning

创建者 Jitender S V

Jan 6, 2018

Wow, i didn't thought about these problems. Thanks for this course. It helped a lot.

创建者 Galley D

Dec 2, 2017

Excellent course with very practical tips on project management for Machine Learning

创建者 Deleted A

Oct 19, 2017

Good course about topics that aren't often covered in other online learning classes.

创建者 VEMULAMANDA S K P V

Oct 1, 2017

Now i learnt how to structure my data for reaching human level accuracy and above :)

创建者 Muhammad A K

Aug 31, 2017

Fantastically delivered lectures and learning-full quiz's to give a deep intuition..