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学生对 Google 云端平台 提供的 Serverless Machine Learning with Tensorflow on Google Cloud Platform 的评价和反馈

2,379 个评分
283 个审阅


This one-week accelerated on-demand course provides participants a a hands-on introduction to designing and building machine learning models on Google Cloud Platform. Through a combination of presentations, demos, and hand-on labs, participants will learn machine learning (ML) and TensorFlow concepts, and develop hands-on skills in developing, evaluating, and productionizing ML models. OBJECTIVES This course teaches participants the following skills: ● Identify use cases for machine learning ● Build an ML model using TensorFlow ● Build scalable, deployable ML models using Cloud ML ● Know the importance of preprocessing and combining features ● Incorporate advanced ML concepts into their models ● Productionize trained ML models PREREQUISITES To get the most of out of this course, participants should have: ● Completed Google Cloud Fundamentals- Big Data and Machine Learning course OR have equivalent experience ● Basic proficiency with common query language such as SQL ● Experience with data modeling, extract, transform, load activities ● Developing applications using a common programming language such Python ● Familiarity with Machine Learning and/or statistics Google Account Notes: • Google services are currently unavailable in China. COMPLETION CHALLENGE Complete any GCP specialization from November 5 - November 30, 2019 for an opportunity to receive a GCP t-shirt (while supplies last). Check Discussion Forums for details....



Jan 09, 2018

Thank you very much for making this course available on Coursera, I cannot agree more the knowledge of Mr Venkat. This is a great way to help people to get started with Google Machine Learning.


Sep 08, 2018

A very good course on TensorFlow, ML and Google MLE on GCP.\n\nThe Labs are self contained and the problems proposed are very challenging. I learned a lot on this course.\n\nThank you!


126 - Serverless Machine Learning with Tensorflow on Google Cloud Platform 的 150 个评论(共 278 个)

创建者 Sugumar

Aug 17, 2019

Really awesome and a very well-curated course.

Long courses may make you loose focus. Small courses may not have enough information. But this is the really awesome course curated with only the information required. Really I enjoyed and got the required knowledge to start to google cloud ML and machine learning.

I suggest that understand machine learning concepts clearly before getting into the course. So that, we can follow this session along with the way very easily.

创建者 Akshay K

Aug 19, 2019

An excellent introduction to Machine Learning. Love the way the concepts have been explained. I would recommend for beginners. While the course complexity increases with each chapter, a strong conceptual understanding makes it easier to comprehend.

创建者 Alejandro J A

May 07, 2019

A very complete course.

创建者 Juan S V

Aug 24, 2019

Muy bueno......

创建者 Muhammad N B

Aug 25, 2019

Loved the course outline and learned a great deal. Not only did I understand ML model creation lifecycle, how to improve accuracy significantly using feature eng, hyperparam tuning and Big Data but also acquired knowledge of state-of the-art GCP tools such as Cloud ML Engine that can help train and serve these models at scale with ease.

Big Thanks and round of applause for Lak and all those who helped in putting this together.



创建者 Narendra B O

Aug 26, 2019


创建者 Gary T

Sep 16, 2019

I plan read and redo each note and lab over and over again. Absolutely best ml program online and offline.

创建者 Satyanarayan A

Sep 17, 2019


创建者 Dushyant S R

Oct 01, 2019

one of the better course , what is not good is support that we get for resolving LAB issues , any isse with LAB , standard answer from QuickLabs would be "the labs work fine when we do it", which kind of defeats the purpose of having a support.

Double whammy Coursera Support , I guess cannot do much apart from saying "we cant do much , its quicklabs"

创建者 Gipsy G

Sep 12, 2019


创建者 Mihai P

Sep 12, 2019


创建者 Hovsep P

Oct 11, 2019

Very complete.

创建者 Alexei M

Oct 19, 2019

The course is very well done and interesting. Only the last Lab 7 was a total pain. Kept failing, took 7 attempts to pass.


Nov 11, 2019

Learned lot of thing to work on in future while developing your own machine learning project or model.

创建者 Rasmus B

Dec 16, 2018

I did not expect much, since I already worked with cloud ml before, but the points on feature engineering and model design were actually quite helpful and presented very well.

创建者 Cameron S B

Feb 20, 2019

Excellent course.

创建者 Anuvrat K

Feb 22, 2019

Nice Content and nice explanation by Lak. Loved it.

创建者 Mariano P G N

Feb 14, 2019

Problems with the lab 7

创建者 Luiz T

Feb 26, 2019


创建者 oscar z

Feb 28, 2019

its an interesting introduction to ML using tensor flow deploying interesting real data models.

创建者 Suneel S

Feb 08, 2019

good course, nice practical examples

创建者 Camilo G

Mar 08, 2019

Useful course

创建者 Syed M H J

Mar 11, 2019

Very quick and short introduction to machine learning. Should have been a bit longer. Understanding written code is easy. Courses should ask the students to write their own code as well. Otherwise 5/5 course~!!

创建者 Kishore K P

Mar 16, 2019

If we have good idea on tensorflow this is one of the best course to do.

创建者 Venkata S R K

Mar 17, 2019

Good one to understand the basics of Machine Learning and how it can be done in GCP