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学生对 Google 云端平台 提供的 How Google does Machine Learning 的评价和反馈

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1,089 条评论


What are best practices for implementing machine learning on Google Cloud? What is Vertex AI and how can you use the platform to quickly build, train, and deploy AutoML machine learning models without writing a single line of code? What is machine learning, and what kinds of problems can it solve? Google thinks about machine learning slightly differently: it’s about providing a unified platform for managed datasets, a feature store, a way to build, train, and deploy machine learning models without writing a single line of code, providing the ability to label data, create Workbench notebooks using frameworks such as TensorFlow, SciKit Learn, Pytorch, R, and others. Our Vertex AI Platform also includes the ability to train custom models, build component pipelines, and perform both online and batch predictions. We also discuss the five phases of converting a candidate use case to be driven by machine learning, and consider why it is important to not skip the phases. We end with a recognition of the biases that machine learning can amplify and how to recognize them....



Nov 5, 2018

Great to know how to do machine learning in scale and to know the common pitfalls people may fall into while doing ML. Provides great hands-on training on GCP and get to know various API's GCP offers.


Mar 20, 2019

Really easy with all instruction.I didnt feel bored at any point gave me the basic idea of what is machine learning and how easy google made API's and cloud platform for machine learning\n\nThank you


851 - How Google does Machine Learning 的 875 个评论(共 1,080 个)

创建者 Parmeet S

May 9, 2020

A simple and informative introduction to Google's strategies towards Machine Learning.

创建者 Attila B

Jun 27, 2018

Really great introduction into Machine Learning concepts,with good real word examples.

创建者 Sunil N

Sep 6, 2020

Content is good. Labs are also good. For those who are new to Google cloud its tough.

创建者 Ankit R

Aug 13, 2019

Got an insight of the practical usage of Machine Learning. It was a good head start.

创建者 Abdullah K

Jun 6, 2019

Nice course for a glimpse on how Google does Machine Learning and Google's tools


Jul 31, 2020

The teaching content is good but almost all the labs had some probelm with them

创建者 Rizdi A R

Nov 19, 2019

Great start to know better on Machine Learning powered by Google Cloud Platform

创建者 Naman P

Aug 21, 2019

I really like the course ,and teaching technique that is being used is awesome.

创建者 Hetav P

Jun 22, 2020

The course is good overall. But I found the labs to be lacking in explanation.

创建者 XIAO N (

Jul 12, 2018

The content is good. But too many bugs from GCP. The process is often hanging.

创建者 Alice G

Jun 11, 2018

Gives a rather good intro into Google products. Too much advertising sometimes

创建者 Aman P

Apr 30, 2020

I think this course is necessary to build fundamentals for Machine Learning.

创建者 Jignesh G

Aug 1, 2020

Some more content should be need on which learner can code from their own

创建者 Tuhin M

Jul 27, 2018

A good introduction . Hope the follow up course go through more in depth.

创建者 Thanh T

Sep 28, 2021

Course content and assignment too simple compared to the previous course

创建者 Fernandes P

Aug 19, 2020

thanks google team for teaching cool stuff of Machine Learning and APIs

创建者 Clay R

Jan 6, 2019

The business and infra approach has good info for productionalizing ML.

创建者 Ryan S

Jul 29, 2018

No real challenges with the quiz or labs but good material nonetheless.

创建者 Kailash S

Jun 17, 2018

Very useful and it was an eye opener for me towards in machine learning

创建者 Pritesh S

Sep 14, 2018

Assignments could have been improved, but I liked the content covered

创建者 Salamat B

Dec 2, 2018

Good overview of google services for real machine learning products.

创建者 Michael B

Aug 29, 2019

Gerenerally a great course. I only struggled with some Lab Coding

创建者 Angela J

Feb 8, 2019

Presentations great. Unable to complete all sections of the labs

创建者 Jorge A R U

Jul 30, 2020

Very good introductory course on how to use Google's APIs for ML

创建者 Marin S

Apr 2, 2019

Some videos are too short, so it fragments the experience a lot.