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
30,302 个评分
3,188 个审阅

课程概述

You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course will show you how. Much of this content has never been taught elsewhere, and is drawn from my experience building and shipping many deep learning products. This course also has two "flight simulators" that let you practice decision-making as a machine learning project leader. This provides "industry experience" that you might otherwise get only after years of ML work experience. After 2 weeks, you will: - Understand how to diagnose errors in a machine learning system, and - Be able to prioritize the most promising directions for reducing error - Understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance - Know how to apply end-to-end learning, transfer learning, and multi-task learning I've seen teams waste months or years through not understanding the principles taught in this course. I hope this two week course will save you months of time. This is a standalone course, and you can take this so long as you have basic machine learning knowledge. This is the third course in the Deep Learning Specialization....

热门审阅

AM

Nov 23, 2017

I learned so many things in this module. I learned that how to do error analysys and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

DC

Mar 08, 2018

Going beyond the technical details, this part of the course goes into the high level view on how to direct your efforts in a ML project. Really enjoyable and useful. Thanks for making this available!

筛选依据:

251 - Structuring Machine Learning Projects 的 275 个评论(共 3,155 个)

创建者 Juan A

Mar 04, 2019

Masterpiece. Very accurate and very demanding course . Congrats.

创建者 Dhruv D B

Mar 04, 2019

Very practical advice in structuring ML Projects, definitely can be put to good use

创建者 ENRIQUE A C A

Mar 04, 2019

Excellent course, cover all related with how to evaluate a machine learning project

创建者 Yuan L

Mar 04, 2019

very practical and well organised course

创建者 Arvind S

Mar 03, 2019

While there are lots of techniques out there, this course really helps you gain a different perspective on the bigger picture and teaches you to avoid some of the common pitfalls you may encounter

创建者 ANUBHAV

Mar 04, 2019

Great course. It taught me how not to waste important time in randomly trying out different configurations rather than proceeding in a systematic manner.

创建者 杨伟

Mar 14, 2019

A Very Excellent Course!!!

创建者 Nguyễn M T

Mar 14, 2019

this is best course for structuring machine learning project

创建者 Pouria C

Mar 14, 2019

This is very well-organised and cool. Totally recommend it.

创建者 Yehua Y

Mar 05, 2019

Perfect lessons,thanks

创建者 Lun Y

Mar 06, 2019

Though it is a little bit hard for me due to lacking of first hand intuitive, I still learned a lot.

创建者 Daniel T

Mar 15, 2019

the content is solid, but there are some video editing issues. Periods of dead time, repeats, and in one case mismatch between audio and video timing

创建者 Pradeep I

Mar 16, 2019

Really good lessons. Helps you how to approach solutions systematically.

创建者 Albert S

Mar 16, 2019

very useful and practical and is a good makeup for what is learned in textbooks

创建者 Nithin K R D

Mar 15, 2019

All the strategies provided makes sense

创建者 Robert R

Mar 07, 2019

Great course for those who are interested in gaining an upper hand on the right way to manage a deep learning project.

创建者 Thomas N

Mar 07, 2019

This give you guidelines how to approach a machine learning problem. You will get experiences from the tutors instead of struggling years to find out what should have done in the first place.

创建者 Bahaa M

Mar 08, 2019

Very useful course, necessary for practical ML projects (planning and troubleshooting)

创建者 Dongrui J

Mar 09, 2019

Much easier compared to the previous two courses.

Teaching more practice experience and advice rather than algorithm and coding.

创建者 Hyeon S J

Mar 08, 2019

Nice!

创建者 Tan C M

Mar 09, 2019

Provides good intuition on how to structure deep learning models

创建者 Vitalii S

Mar 08, 2019

Good examples and very, very good advices to apply DL systems

创建者 Nilmadhab D

Mar 17, 2019

Andrew Ng is brilliant and very good instructor. He konws students' thought very well.

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 Debojyoti D

Mar 18, 2019

Prof.Nag and Team, had really gave immense effort to make things brain friendly. Really appreciate the effort to make this so easy going, but conceptually very high content. Recommend not to finish over night, but trick is to go slow and grasp the content.