✨🎆🎉 Important points about this Repository!!!!! 🎉🎆✨
This Repository contains multiple well-defined Machine Learning projects in Apache Spark using Native Supported Language Scala!
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It is the most rapidly growing programming language.
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One of the few pure functional languages available.
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Provides Conciseness in code.
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It is the native language for Apache Spark.
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Highly scalable & capable of writing the complex codes efficiently.
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One of the most demanded Big Data Tool in the industry.
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Provides complete flexibility to the user to perform almost all the data science tasks due to the multiple tools and languages support.
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The Fastest tool to perform the task because it used In-Memory Computation Approach.
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Provides SQL, Machine Learning, Visualization, Streaming & Hive support to the user.
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Supports multiple languages like Java, R, Scala, & Python.
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It works on lazy evaluation which makes it very efficient for the big tasks.
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It creates physical & Logical plans for the task execution, to read more about it Visit Here!
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Apache Spark has a machine learning library dedicated for the machine learning tasks, it is very elegant & easy to use.
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It has the support for multiple machine learning algorithm categories like Regression, Clustering, Classification, Dimensionality Reduction, etc.
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Dataframe & Dataset support has been provided by Spark for the Internal Processing.
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Machine Learning Library of Spark: org.apache.spark.ml, through this Library, Apache Spark provides the support for the Machine Learning capabilities.
To check out the License for this Repository Click Here!