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
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!

TW

Jul 16, 2019

I am glad I took this class. There are a lot of things think about with respect to structuring your M/L project. Fortunately, it is not as mysterious as people often claim...but it is very nuanced.

筛选依据:

1826 - Structuring Machine Learning Projects 的 1850 个评论(共 5,746 个)

创建者 kevin k

Jul 16, 2020

Amazing course! I wish all of my engineering classes had this kind of real world pro tips.

创建者 Samarth G

Jul 3, 2020

Fantastic Course... enjoyed the practical knowledge that Dr. Andrew gives in the videos...

创建者 Jobin R

May 23, 2020

an amazing course providing professional level insights on doing machine learning projects

创建者 Reem

Apr 26, 2020

Awesome to get all those tips and advice from someone with Dr. Ng's experience! Thank you!

创建者 Tim W

Dec 19, 2019

Thank Professor Ng for teaching us strategies that we could not learn from somewhere else.

创建者 Dmitry S

Oct 18, 2019

An extremely useful course that puts in place the best practices of ML project structuring

创建者 ujjawal g

Jun 11, 2019

This is a really god course that help us build models in real world by saving lot of time.

创建者 Aniruddha S H

Mar 23, 2019

Excellent course. Covers problems you your algorithm, how to identify them and solve them.

创建者 Bogdan G

Mar 12, 2019

Very useful course on how to treat train/dev/test sets, with very interesting assignments.

创建者 Rajat M

Jan 4, 2019

a very practical course about dealing with the day to day eperience in ml related projects

创建者 Stephen R

Aug 10, 2018

Bias and variance are tough to understand, but very important when in the real world. Thx!

创建者 Koshlan M

Aug 6, 2018

Excellent Actionable Advice on Strategic Approaches For Improving Machine Learning Models.

创建者 Antoine R

Apr 28, 2018

the simulators are a brilliant idea, so sad we can't practice after the course has closed!

创建者 Siva H S

Jan 23, 2018

Great Insights. Will be definitely useful for anyone who wants to implement deep learning.

创建者 David H C

Nov 23, 2017

I really enjoy this courses... theres a lot of good tips that you can put in practice ASAP

创建者 Harshavardhan S

Aug 20, 2017

An extremely useful course to practice, debug and build good deep learning based systems !

创建者 Marcilio M

Jun 11, 2024

Excellent condensed knowledge shared that would otherwise take years to learn and master.

创建者 Ambrish K

Jan 21, 2022

Concepts were explained in detail by Andrew sir. Quizzes were awesome. Loved this course.

创建者 Ayush S

Sep 30, 2021

Great course, if you find this course helpful then do check out the MLOps Specialization.

创建者 Pei Y L

Jan 8, 2021

Really thankful to Andrew and the crew for providing this invaluable learning experience.

创建者 Raushan K

Sep 23, 2020

It helps to rethink about my machine learning projects and how I can better structure it.

创建者 Yeshwanth K V S

Aug 9, 2020

This is the most important and useful segment (relatively) over the entire specialization

创建者 Сычев Д А

Jun 23, 2020

Great Thanks to Anrew for running such courses and providing real expirience to everyone!

创建者 NUKALAPATI S U

May 24, 2020

I am glad that I got a chance to learn more about machine learning with good instructors

创建者 Renato d C M J

Apr 27, 2020

Very practical tips and scenario cases. Things that lack in many courses around internet.