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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.

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1676 - Structuring Machine Learning Projects 的 1700 个评论(共 5,746 个)

创建者 Rajesh K V

Jun 7, 2018

Excellent way of learning for structured Machine Learning to lead the team of Machine Learning/ AI

创建者 Mischa L

Feb 10, 2018

Very nice and informative, but, as pointed out but others, w/o homework assignments it is less fun

创建者 Eric D D

Dec 26, 2017

All the fine tuning details, only experience brings are taught in a very simple and clear manner !

创建者 Ekaterina T

Nov 8, 2017

A great class. Can be very useful also for managers of ML teams. No programming experience needed.

创建者 Jacob V

Nov 2, 2017

Yet another great course by Andrew! It would be very helpful for people like me in the industry :)

创建者 Bruno L

Sep 23, 2017

Really well structured course with very useful insight on how to setup a machine learning project.

创建者 Igor P

Sep 15, 2017

The "simulator" is a great way to learn and to force you thinking before submitting to the grader.

创建者 Laam P

Aug 18, 2017

Fantastic course, I love the way Andrew construct the story and context to apply ML in real world.

创建者 Juan E H

Jul 8, 2024

Excelent Course, in control and leadership ML Projects from a technical perspective of evaluation

创建者 Alon H

May 11, 2022

I think this is a very important cours with a potential to save a lot of time for AI developres.

创建者 Dương Đ N (

Feb 5, 2021

This is the best course out of five courses since It does not focus on math or formulas in detail

创建者 Georges B

Aug 30, 2020

Very instructive guidelines for structuring ML projets and Andreew Ng is excellent in teaching it

创建者 Isha S

Jul 15, 2020

Very different from what is available on the internet and exactly what I was looking for! Cheers!

创建者 CHRISTIAN K

Jun 16, 2020

Excellent! Very through and detailed course presented in a very a insightful and interesting way.

创建者 Filipe C d L D

Jun 10, 2020

Excelente curso para você entender como funciona questões práticas dos projetos de Deep Learning.

创建者 Ukachi O

May 10, 2020

Very informative especially in planning strategies in the development of machine learning models.

创建者 Andrew C

Jan 29, 2020

There is no project in this course, but I've learned some strategy, which is really helpful, too.

创建者 Sen C

Dec 24, 2019

This course really is wonderful in the sense that it gives a proper direction to the ML projects.

创建者 Dejan D

Oct 9, 2019

I really enjoyed this course... I learned how to make strategies while solving real-life problems

创建者 Anuj D

Jun 19, 2019

Great course that gives practical tips on making AI models. The simulator exercises are nice too!

创建者 Vaibhav K

May 28, 2019

The course gives a nice overview of the problems one could encounter when working on ML projects.

创建者 Saurabh S

Apr 8, 2019

Really helpful course. Lots of information on how should you drive your machine learning project.

创建者 Raivis J

Mar 1, 2019

A guided coding exercise that actualy models the "simulator" scenarios would also be interesting.

创建者 Kirk B

Jan 17, 2019

Andrew Ng is hands down the best teacher in this space. Excellent lectures and a well run course.

创建者 Yuqing Z

Jan 7, 2019

Take this course to guide you in the process of tuning parameters and splitting data sets wisely!