Popular GitHub Repositories for Rdd

Pyspark in Google Colab: A simple machine learning (Linear Regression) model

Sentiment Analysis and Data Visualization

Package provides java implementation of big-data genetic programming for Apache Spark

In this tutorial, I explained SparkContext by using map and filter methods with Lambda functions in Python and created RDD from object and external files, transformations and actions on RDD and pair RDD, PySpark DataFrame from RDD and external files, used sql queries with DataFrames by using Spark SQL, used machine learning with PySpark MLlib.

The project is focused on parallelising pre-processing, measuring and machine learning in the cloud, as well as the evaluation and analysis of the cloud performance.

An assignment on preprocessing of text including tokenization, stop word removal, noise reduction, and stemming