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Learner Reviews & Feedback for Structuring Machine Learning Projects by deeplearning.ai

4.8
stars
43,614 ratings
4,911 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

JB

Jul 02, 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!).

AM

Nov 23, 2017

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

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3026 - 3050 of 4,854 Reviews for Structuring Machine Learning Projects

By Rachit G

Jul 17, 2018

Nice Structured course.

By Samkit S

Jun 04, 2018

Definitely recommended!

By Chen

Mar 31, 2018

讲了很多深度学习在应用时的实践经验,非常实用!

By Biranchi N N

Nov 22, 2017

Excellent course on ML.

By Olexandr K

Oct 23, 2017

Awesome course! Thanks!

By Zewei W

Oct 22, 2017

Really practical course

By Noah L

Oct 18, 2017

Great practical course.

By Aadesh N

Sep 25, 2017

Great practical content

By Weston

Jul 12, 2020

Let's just continue!!!

By Nicolas A

Jun 25, 2020

This course in unique!

By Nourhan M A

Jun 15, 2020

It's a valuable course

By aditya m

May 31, 2020

THE BEST!!!!!!!!!!!!!!

By Manpreet S

Apr 08, 2020

Andrew Sir is the best

By Le Q N

Jan 03, 2020

Very practical course,

By Venkatesan P

Dec 18, 2019

Good Learning material

By Larson

Nov 09, 2019

EXCELLENT as before!!!

By Abhishek M

Oct 23, 2019

Short and crisp course

By Zhichao L

Sep 23, 2019

Andrew is a great prof

By Oscar R R M

Sep 02, 2019

Great and useful tips!

By Yehua Y

Mar 05, 2019

Perfect lessons,thanks

By Aman D

Aug 16, 2018

Best and very engaging

By 大太阳

Jun 24, 2018

非常有用,解决了困扰我很久的数据集分布的问题

By Mexson F

Jun 08, 2018

EXPLAINED IT PERFECTLY

By Arash A

Apr 02, 2018

Practical and concise.

By Andres S

Mar 25, 2018

Great insight. Thanks!