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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:

2226 - Structuring Machine Learning Projects 的 2250 个评论(共 5,746 个)

创建者 Marek O

Aug 18, 2017

I personally found the material very useful for my work. Thank you Andrew!

创建者 Bimarsha K

Jun 1, 2022

Small details are explained well which we could not found anywhere else.

创建者 Yujiang W

Dec 19, 2021

As a Master student in AI program in JHU, I feel this course very useful!

创建者 Fabricio A

Apr 24, 2021

The best and most practical knowledge of the five specialization courses.

创建者 Carlos S V A

Aug 28, 2020

Muy interesante, ayuda bastante si estás trabajando en un proyecto de ML.

创建者 Dileep K

Jun 5, 2020

It was really good to learn proper methodology of deep learning projects.

创建者 Mohamed A

May 19, 2020

Always feeling excited with the knowledge provided in this specialization

创建者 KHALED N

Apr 27, 2020

really , i gain a lot of information and strategies to handle my projects

创建者 Deepak S

Apr 13, 2020

Have learnt a load of tactics to sharpen my AI sword :)

THANK YOU SO MUCH!

创建者 William

Mar 27, 2020

Great course. Looking forward to putting this into practical application

创建者 Sajal C

Mar 26, 2020

Truly helpful if you want to take a systematic approach for your project.

创建者 Anshuman K

Jan 16, 2020

Very well explained. The flight simulators were a particularly good idea!

创建者 John T

Jan 5, 2020

This course presents clever solutions to a wide common industry problems.

创建者 Abdalla M

Oct 11, 2019

Great course, i hope it help me a lot in my upcoming deep learning models

创建者 Jun L

Apr 28, 2019

This course is really helpful to troubleshoot issues met in ML processes!

创建者 Caroline C

Jan 25, 2019

Very useful, practical advice for launching and optimizing an ML project.

创建者 Leonardo L

Oct 1, 2018

It was great to learn practical tips, which were not taught in university

创建者 吴京城

Jul 27, 2018

Very useful courses, practical in my real projects of NLP in the company!

创建者 Echedey L

Jul 7, 2018

Excellent to understand an ML workflow and feel confident about starting.

创建者 Frederic D

Jun 30, 2018

An interesting approach to make us learn about Machine Learning projects.

创建者 Egor L

Apr 16, 2018

A lot of useful tips to create neural networks systematically. Thank you!

创建者 KanekiKen

Jan 19, 2018

The two case studies are challenging but equally interesting and helpful.

创建者 Prabhjot K

Jan 8, 2018

Awesome course, lot of practical knowledge for implementing deep learning

创建者 Pier L L

Dec 31, 2017

Good course with a lot of practical insight on how to organize your work.

创建者 Adar B A

Dec 24, 2017

very useful for understanding how to handle DL results once you get them.