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學生對 加州大学圣地亚哥分校 提供的 基于大数据的机器学习 的評價和反饋

4.6
1,386 個評分
263 個審閱

課程概述

Want to make sense of the volumes of data you have collected? Need to incorporate data-driven decisions into your process? This course provides an overview of machine learning techniques to explore, analyze, and leverage data. You will be introduced to tools and algorithms you can use to create machine learning models that learn from data, and to scale those models up to big data problems. At the end of the course, you will be able to: • Design an approach to leverage data using the steps in the machine learning process. • Apply machine learning techniques to explore and prepare data for modeling. • Identify the type of machine learning problem in order to apply the appropriate set of techniques. • Construct models that learn from data using widely available open source tools. • Analyze big data problems using scalable machine learning algorithms on Spark. Software Requirements: Cloudera VM, KNIME, Spark...

熱門審閱

PR

Jul 19, 2018

Excellent course, I learned a lot about machine learning with big data, but most importantly I feel ready to take it into more complex level although I realized there is lots to learn.

RC

Sep 01, 2018

Amazing training on ML for people starting their first experiences with the topic. Practical and easy to understand examples that can be further extended by the student.

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201 - 基于大数据的机器学习 的 225 個評論(共 244 個)

創建者 Irfan S

Nov 25, 2017

Good course for new comers. Regression and Clustering concepts were explained in very high level and need some in depth.

創建者 Teresa S

Jan 30, 2018

Very interesting course that will help us to understand how machine learning course works and also to analyze data.

創建者 Hugo d J M Y

Feb 13, 2017

not enough work in the other machine learning models (the course centered the main part of it to classification )

創建者 Praveen k N

May 05, 2017

good

創建者 Stefan S

Nov 07, 2017

Easy understandable introduction to Machine Learning

創建者 Tu L

May 20, 2018

Too Basic

創建者 Carlos S d l C

Apr 02, 2019

Good course

創建者 Chaitanya J

Apr 09, 2019

Very good course but not getting course certificate. Please help!

創建者 Saravanan

Mar 28, 2019

Good

創建者 Siddharth S

Mar 27, 2019

nice introductory course

創建者 Gustavo I M

Jul 03, 2019

Good, would be better if was in portuguese. and sometime is very painful configure the machine. But is a good course, better than the previus 3

創建者 Laurent C S

Jul 06, 2019

great course, all examples with Spark and Knime were working for me

創建者 Siva P R

Aug 23, 2019

Good one !!

創建者 Jae Y S

Oct 25, 2019

it was very useful for me to get knowledge about Machine Learning with somehow details and reminded me wh

創建者 HUBER H M

Sep 20, 2019

Thas good course for learn the machine learning and big data

創建者 Verónica Y G Z

Sep 20, 2019

Esta Bien, :)

創建者 Jose R Z

Sep 03, 2019

The concepts in the course are very good but very basics in machine learning, it's a good introduction to knime and spark

創建者 Sun W

Sep 24, 2019

Generally its good content. However the VM setup is still horrible. Many time wasted on debugging and set up environment.

創建者 Harshith

Oct 30, 2019

It was brief and comprehensive , Got to learn various technologies like Knime and Spark

創建者 Kartik K

Nov 23, 2018

The course should cover more topics about Machine Learning.

創建者 Anil B

Jan 21, 2019

It would have been better if more case studies to work were given. I am surprised that there is no working case study given for regression analysis.

創建者 Miguel T

Aug 17, 2018

I miss some technical information about machine learning techniques such as neural networks.

創建者 Palash V S

Jan 27, 2018

Not hard, a very beginner-level course.

創建者 Riccardo P

Jun 01, 2018

Not so happy... it would be a little bit better if I attended this one before the ML course by Andrew NG...

Here, the topics are just introduced and poorly demonstrated using Knime and Spark.

Maybe, I had wrong expectations but, given the course title, you need to push more on Spark and leave the ML introduction to better courses like Andrew's one or a dedicated one.

Don't spare too much time with stuff like Course 2 and get some risks

創建者 Alberto T

Jun 14, 2017

many basic of machine learning but not so specific to big data, only hands-on with pyspark is big-data related