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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
2,305 個評分
486 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...

熱門審閱

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.

篩選依據:

301 - 基于大数据的机器学习 的 325 個評論(共 467 個)

創建者 Arief S

2020年5月31日

great

創建者 LUZ J P A

2020年5月1日

Great

創建者 Abhishek O

2020年4月25日

SUPER

創建者 Sajeed K

2018年11月25日

Great

創建者 PURUSHOTTAM K

2020年10月3日

good

創建者 RAGHUVEER S D

2020年7月25日

good

創建者 VISHNU T B

2020年7月11日

Good

創建者 Rabindra k S

2020年7月7日

good

創建者 Prof. A

2020年7月1日

Good

創建者 Suraj P

2020年6月15日

good

創建者 vanusha

2020年6月5日

good

創建者 Mosfiqun N H

2020年6月2日

Good

創建者 Dhananjai P

2020年3月27日

Good

創建者 Bhoopal

2020年2月26日

Good

創建者 Suriya B

2019年12月6日

Good

創建者 Priyanka

2019年4月29日

none

創建者 selvaraj

2019年3月21日

good

創建者 Fhareza A

2020年9月9日

wow

創建者 SHAKTHI S

2020年6月2日

Gud

創建者 KOUSHIK C

2017年12月17日

5/5

創建者 Jeffrey K

2020年11月9日

There were several issues running the hands-on assignments; problems with getting various python tools and/or features. These issues made the labs frustrating at times, take much longer than needed, and quite stressful to complete.

This is an old specialization and must be updated with a variety of necessary modifications done to it in order to keep it running!

創建者 Jose J H G

2020年4月26日

Se abordan conceptos teoricos muy importantes pero el uso de pyspark en algunas oportunidades es complicado ya que no se da una introducción al tema, por lo q se da por sentado que la persona que hace el curso debe conocer pyspark. Adicionalmente me parece interesante instalar pyspark en mi propia maquina sin tener que usar una Maquina virtual de cloudera.

創建者 Jose F Z R

2017年1月20日

Good overview of tools specially Spark. The last demo handson with Spark clustering had too much content to be covered in 11 minutes. The presenter does not give any details on many functions he was using. Felt like copy paste coding. The rest was good, specially the lecturer compared to the lecturers of the other courses of the specialisation.

創建者 Gail H

2021年2月18日

Lot of problems with setting up the virtual machine initially, but these can be resolved by doing the exercises on your own local computer instead. The exercises are great! Very fun exposure to ML libraries. I found myself using sci-kit libraries instead of the Spark libraries to complete the exercises, and it worked out just fine.

創建者 Ramya S

2018年3月3日

The entire coursework is very well explained and organized such that we will get better understanding of the terms related to this field. Hands-on exercises have also given better insight of how to use those tools. I would suggest to take this course for getting a brief knowledge about Machine Learning and Big Data.