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学生对 Google 云端平台 提供的 Art and Science of Machine Learning 的评价和反馈

953 个评分
81 个审阅


Welcome to the art and science of machine learning. In this data science course you will learn the essential skills of ML intuition, good judgment and experimentation to finely tune and optimize your ML models for the best performance. In this course you will learn the many knobs and levers involved in training a model. You will first manually adjust them to see their effects on model performance. Once familiar with the knobs and levers, otherwise known as hyperparameters, you will learn how to tune them in an automatic way using Cloud Machine Learning Engine on Google Cloud Platform....



Dec 31, 2018

thanks for the great work. There is so much to learn and I appreciate the effort you made to break things down and providing lab while making the hard decisions on what to commit.


May 30, 2018

This final course is also very good. Embedding is my favorite part and Lak is my favorite instructor.\n\nThanks Googlers! Looking forward to the next five courses.


51 - Art and Science of Machine Learning 的 75 个评论(共 80 个)

创建者 Mahendra S C

Nov 29, 2019

Great course for understanding in and out of Machine learning model. I learn lots of cool thing in it. Most important I learn about Google Vizire: A great tool for hyper parameter tuning. Now I am starting "Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization".

创建者 Fathima j

May 11, 2019


创建者 Morris C

Dec 09, 2018

Thank you for such wonderful classes, it helps me a lot on tensorflow learning.

创建者 Trond M A

Oct 11, 2018

This is an extensive course where you learn some handy techniques like embedding which I believe will be very handy for many applications

创建者 Muhammad Z H

Oct 24, 2019

Thanks Professor

创建者 Chan H Y

Sep 26, 2018

Nice course

创建者 Manish K

Aug 28, 2019



Dec 03, 2019


创建者 Mr. J

Aug 27, 2019

Now that's what I am talking about. Great survey on nuts and bolts of ML practicalities. The how and why of model generation and manipulation. Very excellent. Super library of reference models and materials.

创建者 Raghuram N

May 09, 2019

An advanced course with good techniques.

创建者 Joel M

Dec 12, 2018

good lessons and in depth coverage of a range of issues

创建者 Attila B

Dec 20, 2018

Really good course with a lot of practical examples.

创建者 Swaraj P

Mar 10, 2019

Nice tutorial

创建者 Vishal K

Jul 15, 2018

Nice course however I think it suits folks who have good exposure of ML to take complete advantage of the techniques

创建者 Oleg O

Oct 20, 2018

Very good course, but probably requires some more hand-on practice

创建者 KyeongUk J

Oct 28, 2018


创建者 Wang Y

Oct 29, 2018

best course in the specialization!!!

创建者 Phac L T

Aug 01, 2018

It would be nice to have more complex datasets where predictions would be more meaningful.

创建者 Carlos V

Jul 02, 2018

Excellent Course, in the Art and Science of Machine Learning, I quite enjoyed the Hyperparameter tuning in the Cloud and all the advanced tips to improve the models performance, thanks Coursera and Google

创建者 Ruslan A

Aug 16, 2019

Many notebooks contain some typo/erros.

创建者 Pratik S

Oct 21, 2019

complete hyper parameters is given in lab

创建者 Manish G

Jul 30, 2019

The course is quite good and have balance of theory and labs. It is useful course for beginners.

创建者 Alberto C

Oct 23, 2018

There are some lessons where the concepts are exposed in a too fast way

创建者 Siddharth A

Nov 10, 2018

I felt that hand-on or explanation was not sufficient. Coverage is good.

创建者 Rahul K

May 05, 2019

Some tough concepts !!!