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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
1,526 個評分
296 條評論

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...

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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.

BK

Mar 06, 2020

This is starting course for Machine Learning. Very well explained and after finishing this course, one will get interest in continuing and exploring further in Machine Learning field.

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201 - 基于大数据的机器学习 的 225 個評論(共 277 個)

創建者 Miguel A R B

Jan 12, 2020

There was a good explanation of concepts, but I think it was possible to include more themes or empathize more in other techniques.

創建者 Matteo B

Apr 05, 2018

This course gives a good overview of the main machine learning techniques to analyze data using either spark or a GUI tool (KNIME).

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 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 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 Silvia C R S

Nov 18, 2017

Very practical and interesting course! Ideal for people who does not have previous knowledge in Machine Learning.

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 Raul

Aug 27, 2018

105/5000

I lack to have more examples of a complete solution, applying all the concepts in a generic problem.

創建者 Dev A S

Jan 20, 2020

The instructor is explaining well. But still in some weeks there is a gap between the Hands on and theories

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 Federico S

Mar 02, 2018

It fullfilled my expectations, and created the motivation to further increase my knowledge of ML

創建者 NFOTABONG F Q

Jun 14, 2017

Good course.It would be really completed if we go on in details of different analysis algorithms

創建者 David P G

Dec 06, 2019

The didactic qualities of the lecturer greatly compensate the lack of support and maintenance.

創建者 Harshith

Oct 30, 2019

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

創建者 Ripunjay K

Jan 24, 2020

Needed more clear instructions in each module else a very good course to understand ML

創建者 Gabriel T

Feb 03, 2018

The course was great. Lost of great content, pedagogically sound! I leaned a whole lot

創建者 Kairsten F

Dec 06, 2016

This was a good introductory class to machine learning, but I wish it had more depth.

創建者 Antony C

Apr 05, 2018

I enjoyed learning theory and technical knowledge and tools used within ML.

創建者 MIMURA S

Jan 07, 2017

Easy to follow. Good resource to understand the basic concept of big data.

創建者 Ashish A

Oct 04, 2017

Good coverage of concepts and hand's on. More Hands-on can be included.

創建者 Muhammad T

Jul 17, 2017

it great course and it help me a lot to understand Machine Learning.

創建者 Laurent C S

Jul 06, 2019

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

創建者 Chaitanya J

Apr 09, 2019

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

創建者 Nicolas I

Feb 11, 2017

I think its a good introductory course, but lacking in exercises.