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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

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.

DC

Mar 7, 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:

2301 - Structuring Machine Learning Projects 的 2325 个评论(共 5,746 个)

创建者 Sainath K

Nov 4, 2018

Exceptional course for managers to learn on structuring ML projects !!!

创建者 Jingbo H

Jul 13, 2018

veriy good course! easy to master for fresh men and detailed materials.

创建者 James G

Jul 9, 2018

Learnt a lot for not only technical skills but also experience sharing.

创建者 Simeon B

Jun 3, 2018

I find the course very helpful for planning and organizing ML projects.

创建者 Dmitry K

May 28, 2018

A solid high level overview of the DL algorithm optimisation techniques

创建者 Jan Z

Mar 6, 2018

Very informative, concise, well presented, builds necessary intuition.

创建者 Adrian L

Jan 8, 2018

Good overview of important points to consider in deep learning projects

创建者 Andrew D

Nov 17, 2017

I learn how to do error analysis which I did not get from other courses

创建者 Pamin R

Nov 13, 2017

I have learned a lot about analyzing the error and how to make decision

创建者 Wayne R

Oct 29, 2017

Appreciate the clear explanations and thoroughness of all your courses.

创建者 Rohit L

Jun 10, 2021

This course can be helpful even if you're a professional in this field

创建者 Harshit s

Sep 16, 2020

Again Andrew Ng did amazing job explaining this concept in simple way.

创建者 Pedro V

Jun 11, 2020

Is a good course that will give you more tools to use in deep learning

创建者 Roger M

Apr 16, 2020

Great course! It was really helpful to understand high level concepts!

创建者 Emin T

Apr 1, 2020

Great course with very valuable advice from the experience of a profi!

创建者 gayatri l

Jan 24, 2020

Clear Concepts where to use which technique to get better performance.

创建者 Habibur M

Jan 19, 2020

Thank you for all teachers. You give me a new perspective of learning.

创建者 Deleted A

Aug 25, 2019

It is very good to learn it and I will keep learning the next cousera.

创建者 Nithin

Oct 24, 2018

Lot of practical knowledge on neural network and preparing data for it

创建者 Federica N

May 3, 2018

Very useful. Gives great understanding of some more complex scenarios!

创建者 Cooper

Mar 23, 2018

Although this micro course is the shortest one, I still learned a lot.

创建者 Wenhao Z

Feb 11, 2018

Very good and useful experience on building machine learning projects.

创建者 PKX

Jan 26, 2018

Good to learn more about how to tailor your machine learning projects.

创建者 karan m

Jan 6, 2018

Gives very good practical advice on implementing and debugging models.

创建者 T. F

Dec 20, 2017

The courses in this specialization seem to just get better and better!