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Art and Science of Machine Learning, Google 云端平台

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50 个审阅


Welcome to the art and science of machine learning. In this data science course you will learn the essential skills of ML intuition, good judgment and experimentation to finely tune and optimize your ML models for the best performance. In this course you will learn the many knobs and levers involved in training a model. You will first manually adjust them to see their effects on model performance. Once familiar with the knobs and levers, otherwise known as hyperparameters, you will learn how to tune them in an automatic way using Cloud Machine Learning Engine on Google Cloud Platform....


创建者 MB

Dec 31, 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 SG

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.


50 个审阅

创建者 Gennady Lungu

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 Chingiz Khalifazada

Feb 15, 2019

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

创建者 Eric

Feb 01, 2019

It has a lot fo great content, but the way it's laid out confused me greatly.

It also felt very rushed at times, many parts weren't explained in detail, making many parts much less educational than I feel they should've been.

The best parts are where Lak is presenting, even in the lab solutions he went to more details than anyone else and made even those videos interesting after solving it myself.

创建者 Putcha Lakshmi Narasimha Rahul

Jan 31, 2019

Amazing way to keep the audience interested. Throughout the specialization, I was always interested to learn what was about to come, next up. I completely recommend this specialization. It is a fun way to learn!!

创建者 Alan Ignacio Sepúlveda Rodríguez

Jan 30, 2019

Excelente curso, muchas gracias!!

创建者 Aman Kumar Soni

Jan 27, 2019


创建者 Richard Kiddle

Jan 26, 2019

This was the most useful course in the specialisation.

创建者 Muyide Ibukun

Jan 25, 2019

Its one of the best course for machine learning

创建者 Luciano Mori

Jan 13, 2019

Labs were had less quality than in previous weeks.

创建者 Mario Rivas

Jan 13, 2019

Great course! You get some basics on how to fine tune your model (and why those methods are effective). Nice introduction to NN and what I think was the most relevant: building estimators from scratch and how Keras can offer a simpler way to work.