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Machine Learning With Big Data, University of California San Diego

Оценки: 1,011
Рецензии: 195

Об этом курсе

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...

Лучшие рецензии

автор: 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.

автор: LO

Feb 28, 2017

Very well explained course on Machine Learning. I am grateful for the highly insightful course like this. I will recommend this course for all data enthusiasts.

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Рецензии: 177

автор: John Canessa

Dec 09, 2018

Interesting material. Ran into several issues with the hands on that could have been avoided. Loved learning more about Neo4J. The section on Spark needed more time and additional descriptions.

автор: Sajeed Kazi

Nov 25, 2018


автор: Kartik Kumar

Nov 23, 2018

The course should cover more topics about Machine Learning.

автор: Sudipta Saha Shubha

Nov 06, 2018

Great Course!

автор: Jürgen Brust

Oct 31, 2018

Reasonable overview. The VM environment is a major challenge for my hardware. Takes more time to make it work than it should. I am wondering if a cloud solution e.g. GCP would be better.

автор: Sai Likhith Kotha

Oct 31, 2018

The Hands-On exercises are particularly challenging and interesting

автор: Hardik Vikramsinh Udeshi

Oct 27, 2018

Nice Course for revising concepts on Machine Learning and adding a nice flavour of Big Data on it.

автор: Jamiil Touré ALI

Oct 22, 2018

Awesome!!! it's a very hands-on driven course with so much concepts to takeaway and expand on... I loved it...

автор: Tejprakash Uppu

Oct 16, 2018

Course is well designed to understand the concepts of ML

автор: Anurag Sharma

Oct 04, 2018

A very good introduction to fundamentals of machine learning from a practitioner's perspective, without going into mathematical details (there are many other courses for that). The focus was on using big data systems for performing ML tasks and it was introduced quite well.