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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
2,271 個評分
478 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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JG
2020年10月24日

Excellent course. It teaches the basics with a great method and with practical exercises, involving real data. The sctructure is clear and it covers a good amount of topics. Well done San Diego!

PR
2018年7月18日

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.

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451 - 基于大数据的机器学习 的 459 個評論(共 459 個)

創建者 Manfred K

2017年7月14日

I expected course with more in-depth and more difficult examples, I learned about a few new concepts, most methods were repetitions for me.

創建者 Alfonso A G

2016年12月3日

Machine learning is too simplified and spark part is not even explained, also very little relation of all course with Big Data.

創建者 LEONARDO R

2020年6月9日

Considero que está algo desactualizado el curso y las herramientas de aprendizaje. Tenía mayor expectativa

創建者 Michal Š

2016年11月18日

Almost a useless course - ML overview using KNIME which gives no insight whatsoever.

創建者 Ruijia W

2017年11月25日

Too basic

創建者 Beatrice C

2016年12月14日

The course content is very poorly explained. The quiz questions don't really test what was taught in the lectures, and the assignments are just copying and pasting things. I feel like I still have a very poor understanding of what was supposedly covered in the course. I cannot generalise or apply the 'learned' information or skills to other topics or researches because I didn't actually understand the core concepts or how to use the programs.

創建者 William R

2016年11月19日

This is another course in UCSD's "Big Data" introductory course. The material is not pertinent to a specialty on big data technologies. Further the course does not increase one's knowledge of Machine Learning in any way that justifies spending the time in the course.

創建者 Kamalesh P

2019年10月23日

Regression is least bothered, less hands on

創建者 Martin D G

2020年10月16日

cloudera vm doesnt work well