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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!

SV

Feb 19, 2019

This is the knowledge in which we will get from lots of experience only, but the andrew has shared in this course which might help us in future by saving a lot of time through this course experience

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1326 - Structuring Machine Learning Projects 的 1350 个评论(共 5,746 个)

创建者 Jakub V

Sep 22, 2018

Lot's of practical advice. Revising the questions / answers in the quizes could potentially further improve the quality.

创建者 Matt C

Nov 25, 2017

another excellent series of information about deep learning. The entire course has been great and I recommend it to all!

创建者 Haedar h

Feb 25, 2024

It's just great to learn from someone like andrew, he gives you a great intuition about all the concepts in this field.

创建者 Abhijeet N

Apr 8, 2023

It helped me develop my intuition skills when faced with the real world ML related problems still waiting to be solved.

创建者 G H K

Oct 19, 2022

I was able to finish it faster than normal. This was very practical and relatable for me because of my job experience.

创建者 Manuel J C S

Dec 30, 2021

Pretty good course, it can show you how to make some decisions that you probably faced before and took the wrong ones.

创建者 Abdelhamid

Nov 9, 2020

This is a very good course, i learned how to structure my ML projects as well as the right way to start any ML project.

创建者 Jithish K G

May 9, 2020

This course gave me very good insights that a machine learning enthusiast should have while working with deep learning.

创建者 Ankur S

Dec 28, 2019

VERY NICE COURSE, GAVE LOTS OF PRACTICAL GUIDANCE TO AVOID COMMON MISTAKES WHICH CAN OPTIMIZE PROJECT TIME AND ACCURACY

创建者 Gilad R

Aug 11, 2019

Experience based practical and seemingly precious advice on tuning NNs, explained in a clear intuitive fashion. Thanks.

创建者 Gaby

May 4, 2019

Great course! Andrew's personal experience really helped me develop a "strategy" of leading a ML project in the future.

创建者 Felix H

Nov 13, 2018

Really great and unique content for selecting the right approaches to solving real live problems with machine learning!

创建者 向金芳

Jul 3, 2018

this course is so much great! from this, I learned many knowledge about how to structure our Machine Learning Projects.

创建者 Niral B

Jun 29, 2018

Very well taught course, most comprehensive and well rounded of the courses in the deep learning specialisation so far.

创建者 isaac b

Jun 25, 2018

Great insights into understanding the sources of error in your algorithms and how to prioritize improvement strategies.

创建者 Raffaele T

Mar 9, 2018

This course gives an understanding about the management of a Deep Learning project. I found these insights very useful.

创建者 Ed B

Feb 5, 2018

Great knowledge. Really helped me with interview preparation too. Learnt some stuff I really should have already known!

创建者 Lin Z

Dec 4, 2017

Well organized course, clear explanation, extremely practical and helpful. Thank you very much, the group of Andrew Ng!

创建者 Abdullah K

Nov 10, 2017

Another great course. I am just loving all the courses in deep learning specialization. Looking forward to next course.

创建者 Remon B

Jul 14, 2022

This course is really helpful, and it supported me with great idea of how to deal with large machine learning projects

创建者 Apurva T

Dec 11, 2020

One of the best courses not just for Deep Learning enthusiasts but for anyone who wants to thrive as a data scientist.

创建者 Reza V

Nov 11, 2020

If you plan to work on ML projects, don't forget to take this course. It will save you great amount of time in future.

创建者 Pablo L

Oct 22, 2020

Excellent course that helps to understand how to think about a ML problem before throwing your first models to compute

创建者 Tongxi L

Sep 1, 2020

this course offers a great set of important points for the development of ML projects, I should have learnt it earlier

创建者 Thanh T P N

Feb 5, 2020

Very useful course. It helps me to make more precising decision and bring up many ideas about developing a neural nets