Below figure shows the overall Big Data Analytics architecture framework. MapReduce and Spark provide the large data processing capabilities for different types of analytics. For example, descriptive analytics uses MapReduce to filter and summarize a large amount of data. Similarly, predictive analytics techniques employ MapReduce to process data from data warehouses. Before a data analytics