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Scala Machine Learning Projects by Md. Rezaul Karim

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H2O and Sparkling water

H2O is an AI platform for machine learning. It offers a rich set of machine learning algorithms and a web-based data processing UI that comes as both open sources as well as commercial. Using H2O, it's possible to develop machine learning and DL applications with a wide range of languages, such as Java, Scala, Python, and R:

Figure 2: The H2O compute engine and available features (source: https://h20.ai/)

It also has the ability to interface with Spark, HDFS, SQL, and NoSQL databases. In short, H2O works with R, Python, and Scala on Hadoop/Yarn, Spark, or laptop. On the other hand, Sparkling water combines the fast, ...

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