Chevron Left
Back to Structuring Machine Learning Projects

Learner Reviews & Feedback for Structuring Machine Learning Projects by DeepLearning.AI

4.8
stars
44,735 ratings
5,069 reviews

About the Course

You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course will show you how. Much of this content has never been taught elsewhere, and is drawn from my experience building and shipping many deep learning products. This course also has two "flight simulators" that let you practice decision-making as a machine learning project leader. This provides "industry experience" that you might otherwise get only after years of ML work experience. After 2 weeks, you will: - Understand how to diagnose errors in a machine learning system, and - Be able to prioritize the most promising directions for reducing error - Understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance - Know how to apply end-to-end learning, transfer learning, and multi-task learning I've seen teams waste months or years through not understanding the principles taught in this course. I hope this two week course will save you months of time. This is a standalone course, and you can take this so long as you have basic machine learning knowledge. This is the third course in the Deep Learning Specialization....

Top reviews

TG
Nov 29, 2020

I learned so many things in this module. I learned that how to do error analysis and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

JB
Jul 1, 2020

While the information from this course was awesome I would've liked some hand on projects to get the information running. Nonetheless, the two simulation task were the best (more would've been neat!).

Filter by:

4851 - 4875 of 5,013 Reviews for Structuring Machine Learning Projects

By Joshua P J

Jun 23, 2018

I fear this material won't challenge many learners. Feels like review.

By Anusha P

Jun 23, 2018

No practise sessions, just theory unlike others in this specialization

By Moustafa A M

Dec 22, 2017

No details about some implementations how to implement this techniques

By ANAND P

May 30, 2020

It was awesome but not one of the best courses in the specialization!

By David F

Sep 22, 2017

Good insights, but not much material and no programming assignments.

By Mtrix.Blackspecter

Nov 3, 2017

It was rather disappointing because it didn't meet my expectations.

By Sébastien C

Aug 6, 2020

Covers interesting concepts at length. Videos could be shortened.

By Lambert R

Apr 16, 2018

Dommage qu'il n'y ait pas de TP dans ce cours (seulement 2 quizz)

By Mike T

Jul 24, 2018

I wished there were exercises besides the quizzes in this course

By Anatolii B

Oct 1, 2018

some quiz questions are poorly formed, a little disappointing.

By Emmanuel D M

Apr 21, 2020

I thini the course needs more quizzess and a program exercise

By C. I

Aug 17, 2017

Very short, not many practical examples. Lots of repetitions.

By W S

Aug 31, 2019

Video lectures tend to be repetitious, and can be confusing.

By Anthony M

Oct 23, 2017

Practical knowledge, but I would prefer more hands on coding

By Jiheng R Z

Sep 9, 2017

Quite a few errors and ambiguities in the practice problems.

By Zijing Z

Nov 16, 2017

The topics are interesting however the content is off par.

By Axel G

Jun 14, 2020

Good content, but very focused on Computer Vision and NLP

By Daniel D

Sep 4, 2017

The course es good, but it seems still under development.

By Juan A C A

Aug 30, 2017

It would be better if you include programming exercises.

By Abdullah M

Jan 13, 2018

It was hard to keep interested - lost focus many times

By Brandon C

Dec 6, 2018

lacking in the usual engaging programming assignments

By Varun S

Sep 23, 2018

Was expecting more scenarios for real data experience

By Jian Z

Nov 6, 2017

个人感觉课程的内容比较难于理解,希望老师在设计ppt方面能给出一些完整直观的解释,有的时候书写会不是很清晰

By Bogdan P

Sep 19, 2018

The course is OK, but it lacks programming exercises

By JETTIBOINA V N D S R P

Jul 20, 2019

Learned new things but the course was boring.......