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Learner Reviews & Feedback for Art and Science of Machine Learning by Google Cloud

1,385 ratings
119 reviews

About the Course

Welcome to the Art and Science of machine learning. This course is delivered in 6 modules. The course covers the essential skills of ML intuition, good judgment and experimentation needed to finely tune and optimize ML models for the best performance. You will learn how to generalize your model using Regularization techniques and about the effects of hyperparameters such as batch size and learning rate on model performance. We’ll cover some of the most common model optimization algorithms and show you how to specify an optimization method in your TensorFlow code....

Top reviews

Dec 30, 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.

Jun 6, 2020

This course is so really good to learn about the general knowledge and skill of Data Science like optimization batch or regularization and so on with Google Cloud Platform.

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101 - 118 of 118 Reviews for Art and Science of Machine Learning

By Pratik S

Oct 21, 2019

complete hyper parameters is given in lab

By Ruslan A

Aug 16, 2019

Many notebooks contain some typo/erros.

By Wang Y

Oct 29, 2018

best course in the specialization!!!

By Gaurav B

Feb 13, 2020

I was looking for more hands-on.

By Sarwar A

Feb 23, 2021

Good course overall

By Swaraj P

Mar 10, 2019

Nice tutorial

By KyeongUk J

Oct 28, 2018


By Matthew B

Jun 29, 2019

Labs were very confusing. Explained theories well but in practice didn't really learn much. I wouldn't recommend if you're a beginner. Google has a very interesting way on teaching.... On that note they should stick to building tech, never teaching. Didn't really learn how to build anything in ML, sort of skimmed on some API's they offer. In reality, the first course was probably the best... The rest of the specialization was just a rinse and repeat sort of thing.

By Bhargav D

Apr 26, 2020

Great course must should make labs compulsory and not provide solution it takes away the fun of thinking.

By Siddharth A

Nov 9, 2018

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

By Alberto C

Oct 23, 2018

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

By Rahul K

May 5, 2019

Some tough concepts !!!

By Pablo I F

Aug 5, 2020

Very bad english subtitles. For non-english speakers, the subtitles doesn't help, but it confuse what the teacher is explaining. It takes me a lot of time to understand some parts of the course

By Mike W

Jun 22, 2019

The notebook based demos are unfortunately pretty useless as labs. All of these courses would be much improved with real labs that require the student to build the system.

By Arman A

Apr 11, 2019

Pros: Tensorflow is an excellent framework for deep learning

Cons :

1- The way this material is designed is 10 X SHIT

2- Either teach properly or don't teach at all.

By Mohannad B

Aug 13, 2020

A lot of inaccurate data, please check deep learning ai specialization for more accurate info. this is good for introducing you to GCP not the concepts of AI

By Radha M K V

Dec 29, 2019

Very redundant and superficial.

By man c y

Jun 26, 2019

poor labs