MachineLearning-Spark-Scala

✨🎆🎉 Important points about this Repository!!!!! 🎉🎆✨

This Repository contains multiple well-defined Machine Learning projects in Apache Spark using Native Supported Language Scala!

Code is present in the form of Scala Worksheets in this Repository!

Brief about Scala & why to choose Scala!

• It is the most rapidly growing programming language.

• One of the few pure functional languages available.

• Provides Conciseness in code.

• It is the native language for Apache Spark.

• Highly scalable & capable of writing the complex codes efficiently.

Brief about Apache Spark & why to choose it!

• One of the most demanded Big Data Tool in the industry.

• Provides complete flexibility to the user to perform almost all the data science tasks due to the multiple tools and languages support.

• The Fastest tool to perform the task because it used In-Memory Computation Approach.

• Provides SQL, Machine Learning, Visualization, Streaming & Hive support to the user.

• Supports multiple languages like Java, R, Scala, & Python.

• It works on lazy evaluation which makes it very efficient for the big tasks.

• It creates physical & Logical plans for the task execution, to read more about it Visit Here!

Apache Spark Machine Learning Support!

• Apache Spark has a machine learning library dedicated for the machine learning tasks, it is very elegant & easy to use.

• It has the support for multiple machine learning algorithm categories like Regression, Clustering, Classification, Dimensionality Reduction, etc.

• Dataframe & Dataset support has been provided by Spark for the Internal Processing.

• Machine Learning Library of Spark: org.apache.spark.ml, through this Library, Apache Spark provides the support for the Machine Learning capabilities.

License for this Repository!

To check out the License for this Repository Click Here!