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

4.8
stars
49,671 ratings

About the Course

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....

Top reviews

TG

Dec 1, 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.

MG

Mar 30, 2020

It is very nice to have a very experienced deep learning practitioner showing you the "magic" of making DNN works. That is usually passed from Professor to graduate student, but is available here now.

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2201 - 2225 of 5,692 Reviews for Structuring Machine Learning Projects

By Juan V

Jun 24, 2018

Great course. Lots of knowledge acquired, on an easy step-by-step process!

By yuan j

Nov 20, 2017

I learnt how to proceed a machine learning project in this amazing course

By Tianwen L

Oct 8, 2017

It's very exciting to have such practical advice, it's awesome. Thank you.

By Grant H

Oct 1, 2017

Continues the high quality of courses in the Deep Learning specialization.

By Tyler M

Sep 23, 2017

Excellent introduction to the process of creating and evaluating projects.

By Marek O

Aug 18, 2017

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

By Bimarsha K

Jun 1, 2022

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

By Yujiang W

Dec 19, 2021

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

By Fabricio A

Apr 24, 2021

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

By Carlos S V A

Aug 28, 2020

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

By Dileep K S

Jun 5, 2020

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

By Mohamed A

May 20, 2020

Always feeling excited with the knowledge provided in this specialization

By KHALED N

Apr 27, 2020

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

By Deepak S

Apr 13, 2020

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

THANK YOU SO MUCH!

By William

Mar 27, 2020

Great course. Looking forward to putting this into practical application

By Sajal C

Mar 27, 2020

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

By Anshuman K

Jan 16, 2020

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

By John T Z

Jan 5, 2020

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

By Abdalla M

Oct 12, 2019

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

By Jun L

Apr 28, 2019

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

By Caroline C

Jan 25, 2019

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

By Leonardo L

Oct 1, 2018

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

By 吴京城

Jul 27, 2018

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

By Echedey L

Jul 7, 2018

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

By Frederic D

Jun 30, 2018

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