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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.

筛选依据:

1601 - Structuring Machine Learning Projects 的 1625 个评论(共 5,746 个)

创建者 David R

Jul 29, 2021

Challenging quizzes that force you to really understand the real world choices you have to make in ML.

创建者 Andy

Nov 3, 2020

Ideal para analizar casos de ML aplicada y pensar como solucionar posibles problemas en los proyectos.

创建者 Jinyun L

Aug 12, 2020

No Picture supported, so just use the text to describe the [MEME]:

'The last lecture of Andrew':

(iДi)

创建者 Daniela G

Mar 20, 2020

All the courses in this specialization have been very helpful so far. Thank you for this great course!

创建者 Jeffrey B

Oct 14, 2019

Very informative and key to solidifying the concepts of deep learning to practical project application

创建者 Shubham M

Jun 19, 2019

Nice taught me about specific structuring implementations which needs to be checked in case of faults.

创建者 Lee C P

Apr 22, 2019

Sincere thanks to Assoc. Prof. Andrew Ng and team for sharing the fantastic ideas about deep learning!

创建者 Rahul K

Feb 10, 2019

best course for gaining knowledge for dealing with project in machine learning.i found it very helpful

创建者 David P

Nov 1, 2018

Gained a profound understanding about the impact of train/dev/test data in the performance evaluation.

创建者 ZHANG C

Apr 6, 2018

Very great course. AI is the future of human, I must enter this promising area.

Thank you, Prof Andrew

创建者 Miguel P d L

Mar 13, 2018

A very instructive and practical course. I think it will be very useful when facing a real ML project!

创建者 김희묵

Aug 31, 2024

It's a training course to help you learn how to navigate through a project when something goes wrong.

创建者 Deleted A

Jun 4, 2020

Andrew sir, you really are building confidence in me as I take deeper courses of this specialisation.

创建者 Soham B

Feb 16, 2020

Perfect course for your if you are looking for strategies to improve your Machine/Deep Learning model

创建者 Yuhang L

Jul 15, 2019

Very helpful. I have learned a lot about higher-level ideas of machine leaning / predictive modeling.

创建者 Jenhan T

Jun 12, 2019

Andrew Ng's lecture on these topics are really a public service. High quality content from an expert.

创建者 Abraham K

May 11, 2019

Andrew Ng is the best instructor in machine learning. There is no one who can explain things better.

创建者 DOMENICO P

Apr 18, 2019

Awesome course. I learnt a lot about strategies to structure the ML projects in a very efficient way.

创建者 Vasileios T

Jan 20, 2019

Really feels like you're in the driver's seat of a big deep learning team. Truly valuable experience.

创建者 Surya P S

Jan 16, 2019

Best course to understand the business application/Implementation in different products in workforce.

创建者 Debasish G

Apr 7, 2018

Real world practical examples and full of advice on how to deal with real life ML projects. Loved it.

创建者 Bruno O

Mar 19, 2018

It was a very interesting course, but the full specialisation is a Must have! It was awesome! Thanks!

创建者 Hassine S

Mar 1, 2018

Great course and useful content that is not taught anywhere, I believe.

Thank you Professor Andrew Ng.

创建者 Jaganath B

Nov 17, 2017

Hope the content taught in this course will take years for a person to acquire. Andrew is the best!!!

创建者 tqch

Aug 18, 2020

Extremely useful advice and hand-on experience from top front-line practitioners in the ML industry.