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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

4.6
1,327 个评分
116 条评论

课程概述

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....

热门审阅

MB
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.

MK
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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26 - Art and Science of Machine Learning 的 50 个评论(共 115 个)

创建者 Gennady L

Feb 23, 2019

Thank you for this course and specialization, it really good. There were some small bumps in the labs, but those were minor. Appreciate the work you've done to put out this course and the specialization!

创建者 Mark B

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.

创建者 Manabu K

Jun 7, 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.

创建者 Miguel A M M

May 13, 2020

Iam very satisface, the contents, methodology, tools were exceletents, and the translations were very good im not was problems with the platform is very easy and intuitive

创建者 Iman R

Jun 14, 2020

In this course you gain more deep understanding to how improve your machine learning model. This course also introduce you on to how build a custom model using keras.

创建者 Sinan G

Sep 12, 2018

A lot of core neural network topics were presented in a productive way and I particularly liked the LAB showing how to write custom estimators.

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 Chingiz K

Feb 14, 2019

Very interesting course! Specifically the last modules with custom estimators and the ability to create estimators straight from Keras!

创建者 Pawan K T

Dec 12, 2018

Great inside about the core topics with real word problems which make learning easier and practical. Thanks a lot for this great course

创建者 Marco H

Dec 27, 2020

some labs with bucket gave errors since it needs to specify some stuff from the bucket like region but no instruction about it

创建者 QUINTERO G C A

Nov 29, 2020

Un excelente curso para entender varios conceptos que permiten optimizar los modelos de aprendizaje profundo.

创建者 Roman S

Jul 25, 2018

This was a quite dense specialization. The instructors were very clear and the assignments helpful.

创建者 KAMASANI V R

Jun 23, 2020

This course tells about the different aspect of usage of art and science in machine learning.

创建者 Meynardo J

Jul 29, 2018

Good material on the art and science of ML - specially the custom estimator stuff.

创建者 Morris C

Dec 9, 2018

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

创建者 Raja R G

Dec 7, 2018

Very very informative for learning....had good time to gothrough this course...

创建者 jitendra s r

May 27, 2020

Very well designed and defined..with great hands-on exercise. Thank you...

创建者 Akshay B

Oct 5, 2018

Best course in this specialization. Lak is such a wonderful instructor.

创建者 Zezhou J

Nov 24, 2018

Loved the breadth and depth of machine learning topics in this course.

创建者 Giovanni S

Jun 2, 2018

Also the last course excels in clarity! Great job! Thanks a lot.

创建者 Fahmi J

Apr 12, 2020

Wish i could work at google, any google company. someday...

创建者 sumeyra d

Sep 9, 2019

Advanced and detailed course for accurate tensorflow models

创建者 Antony J

Nov 19, 2020

Excellent conclusion to a really enjoyable specialization.

创建者 NGO T N

Jul 24, 2019

Great course for essential techniques in ML model design.

创建者 Richard K

Jan 26, 2019

This was the most useful course in the specialisation.