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Machine Learning With Big Data(으)로 돌아가기

캘리포니아 샌디에고 대학교의 Machine Learning With Big Data 학습자 리뷰 및 피드백

2,373개의 평가
502개의 리뷰

강좌 소개

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...

최상위 리뷰

2020년 10월 24일

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!

2018년 7월 18일

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.

필터링 기준:

Machine Learning With Big Data의 485개 리뷰 중 476~485

교육 기관: Alfonso A G

2016년 12월 3일

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


2020년 6월 9일

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

교육 기관: Michal Š

2016년 11월 18일

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

교육 기관: Iván A

2021년 5월 23일

the course is good but the software is outdated and not maintained. avoid

교육 기관: Ruijia W

2017년 11월 25일

Too basic

교육 기관: Beatrice C

2016년 12월 14일

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.

교육 기관: William R

2016년 11월 19일

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.

교육 기관: Tim C

2021년 9월 3일

T​he VM software provided is now out of date. The use of a clunky GUI-based tool (KNIME) seems like a waste of time--not likely to be useful in real applications.

교육 기관: Kamalesh P

2019년 10월 23일

Regression is least bothered, less hands on

교육 기관: Martin D G

2020년 10월 16일

cloudera vm doesnt work well