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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
685 个评分
61 个审阅

课程概述

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....

热门审阅

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.

JW

May 30, 2018

This final course is also very good. Embedding is my favorite part and Lak is my favorite instructor.\n\nThanks Googlers! Looking forward to the next five courses.

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1 - Art and Science of Machine Learning 的 25 个评论(共 61 个)

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 Yakup K Y

May 20, 2019

Some lab contents are distracting from the core subject, deviate from the video contents.

创建者 Dmitry B

May 06, 2019

The quality of the lesson material is great but the quantity is nowhere sufficient to get the hands-on experience

创建者 Luciano M

Jan 13, 2019

Labs were had less quality than in previous weeks.

创建者 Laimonas S

Dec 02, 2018

Too shallow to truly be useful. I think if anything it gives you an idea of what's possible and roughly the areas you should explore and learn about but you won't learn too much following this through.

创建者 Soham M

Oct 12, 2018

The best course ever to give you the glimpse of the whole ML land - what is ML? Why ML? and most importantly How to do ML for real life business problems - from developing models to model evaluation, serving in production with all scaling tips and techniques with essence of Cloud. The best course for ML practitioners out there. Learnt a lot and what other place to learn from apart from the people who are actually doing it for the most popular products used across the web and mobile world.

创建者 john f d

Jul 18, 2018

Labs vms are to slow. Speaker is difficult to understand. Mic varies and speech pattern is not clear. The presentations need some graphics rather than a guy talking. Sketch out the ideas on a white board rather than talking 5 minutes to a single slide.

创建者 Jun W

May 30, 2018

This final course is also very good. Embedding is my favorite part and Lak is my favorite instructor.

Thanks Googlers! Looking forward to the next five courses.

创建者 Mike W

Jun 22, 2019

The notebook based demos are unfortunately pretty useless as labs. All of these courses would be much improved with real labs that require the student to build the system.

创建者 Fathima j

May 11, 2019

good

创建者 Raghuram N

May 09, 2019

An advanced course with good techniques.

创建者 Rahul K

May 05, 2019

Some tough concepts !!!

创建者 영신 박

Apr 29, 2019

Awesome!

创建者 Muhammad A

Apr 21, 2019

Great Course, i have learn alot

创建者 Arman A

Apr 11, 2019

Pros: Tensorflow is an excellent framework for deep learning

Cons :

1- The way this material is designed is 10 X SHIT

2- Either teach properly or don't teach at all.

创建者 Harm t M

Mar 16, 2019

Wow, really enjoyed parts of this one. Thanks

创建者 Swaraj P

Mar 10, 2019

Nice tutorial

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 Chingiz K

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 Putcha L N R

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 I S R

Jan 30, 2019

Excelente curso, muchas gracias!!

创建者 Aman K S

Jan 27, 2019

GREAT MENTORS with GREAT LEARNING EXPERIENCE

创建者 Richard K

Jan 26, 2019

This was the most useful course in the specialisation.

创建者 Muyide I

Jan 25, 2019

Its one of the best course for machine learning

创建者 Mario R

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.