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Opiniones y comentarios de aprendices correspondientes a How Google does Machine Learning por parte de Google Cloud

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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....

Principales reseñas


5 de nov. de 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.


20 de mar. de 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

Thank you

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1051 - 1075 de 1,099 revisiones para How Google does Machine Learning

por Tất T V

24 de jul. de 2018


por Imam S 0

20 de dic. de 2021


por JDBus W

10 de mar. de 2019

Feels a lot more like marketing, more than learning any actual ML. This is followed by some _very_ brief code tutorials for using Google's own well established ML models via REST API, which still feels more like a product demo than actually learning anything. Hitting a rest API isn't hard - although I feel like it's harder using the Python libraries you've chosen than making HTTP requests directly.

Either way, this doesn't teach any actual ML skills.

por Miwa E

23 de jun. de 2021

This much of contents should not take more than 3 hours. I wonder if the instructors are instructed to move as much as possible while they talk. It is the right strategy when one is on a stage, and the talk is live, but wrong strategy for recorded video lecture. I got motion sickness.

por vic c

2 de nov. de 2018

There is some good stuff here but I feel that I spent a majority of my time learning things that will be obsolete in a month. The labs were a disaster! I kept losing the server and often needed to define keys and obscure resources. This is NOT how I want to spend my time.

por Jay V

25 de oct. de 2018

It is tedious to have so many short videos, and only have the speakers face to see. A whiteboard approach with clearer explanations of what they're talking about would be much better. We need to connect the dots, not just listen to someone talking.

por Necip F E

16 de sep. de 2021

1) Heavy advertisement by Google Cloud 2) Irrelevant quiz questions 3) Even a broken quiz question (The explanation for a test option was : "Correct. Sorry try again") 4) Some actually useful advise + warm-up for GCP

por Viktor L

10 de may. de 2018

Should've seen it coming. WAY to focused on Google's product offering and political agenda. Nothing wrong with neither but when I'm learning something I don't like the feeling of being force fed something.

por Shashank G

20 de feb. de 2019

completely understood within a week. one of the best certifications i have had on coursera. recieved no certification whatsoever. utterly disappointed.

por Yusra I

20 de ago. de 2018

The course is very basic and targeted to people with no Machine Learning background. It basically shows how to get started with Google Cloud Platform.

por Filipe G

15 de ago. de 2020

Out of date, and the graded questions are full of subjective answers. I strongly recommend course owners to review material.

por Peter M

29 de sep. de 2018

This is pretty much the quality of an enterprise level training, not what I was expecting from google

por Peter K

25 de ene. de 2019

Good instructors but very basic course. Can't believe this is marked for intermediate level.

por Seyed S F

6 de oct. de 2020

It needs to be more practical and coursera platform is still a problem for all coursea

por Swati V

3 de sep. de 2020

API key doesnt work well. everytime kernel of jupyter notebook, needs to be restarted.

por Kevin D B

3 de oct. de 2019

Lots of jargon and brushing over the actual implementation part of it.

por Robin B

4 de ago. de 2020

Interesting information but almost all code examples was broken

por Aurelie D

27 de abr. de 2020

mostly advertising for Google services

por William K

9 de ago. de 2018

Way too simple. No coding required.


22 de abr. de 2019

Almost useless for engineers

por Edward P

24 de ago. de 2020

nothing really to it

por Mohamed T K

7 de ago. de 2020


por Vedang

4 de ago. de 2020

It's not as expected. The teachers try to just roam around the topic instead of explaining the core concept. They try to enact more rather than deliviring quality concepts. And also, the discussion forums are not at all active. There are no mentors and the staff just forwards you to the qwicklab QnA page for each query. So, the overall experience from this Google Specialisation was just irritation at each module.

por alex t

12 de sep. de 2018

On my last lab the SSH hung up and I closed the lab and started a new one. I did not get to finish the lab and I got a certificate for completing the course and the lab. Hey, the machine learning should see that I did not get through the lab! This is an instant diploma mill for not finishing the homework and getting certificate. This certificate makes my other completed certificate looks bad.

por Debasish B

15 de mar. de 2022

Apologies for the negative feedback. After wonderful lectures and hands-on series of Deep Learning by Dr Andrew Ng, just coudn't tolerate the training instructor. He literally danced left-and-right in few frames of the video, his expressions were strange and his proniunciations are hard to decipher at times.

Please get a more professional instructor/trainer, Google.