From the course: Data Science Tools of the Trade: First Steps

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Solution providers

Solution providers

From the course: Data Science Tools of the Trade: First Steps

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Solution providers

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- There are numerous cloud service providers or CSPs out there. All the major CSPs offer data science PaaS products. They all provide traditional database management systems or DBMS as well as open source data storage and processing tools such as Hadoop, Spark, TensorFlow and Weka, through their own flavors of PaaS environments. What's nice about these services is that you don't have to worry about installing and maintaining the software. These resources are ready to be used 24/7. Machine learning is an area where each of these cloud vendors are developing their unique solutions such a Microsoft Azure Machine Learning Studio, IMB Watson Explorer, Google Cloud Machine Learning Engine, and Amazon SageMaker. Another area of specialization is visualization. Tableau is one of the leaders in this market but there are also alternatives such as Microsoft Power Business Intelligence, Amazon QuickSight, and Google Data Studio. Amazon AWS, Google Cloud, IBM Cloud and Microsoft Azure are some of…

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