Hadoop HDFS

By |2022-07-04T16:36:08+00:00June 27th, 2022|Hadoop, Technologies|

Hadoop HDFS What is HDFS? HDFS is a distributed file system that handles large data sets running on commodity hardware. It is used to scale a single Apache Hadoop cluster to hundreds (and even [...]

Handling Rare Events and Class Imbalance in Predictive Modeling for Machine Failure

By |2019-03-12T11:17:25+00:00September 21st, 2017|Analytics, Big Data, Churn, Data Sciences, Hadoop, MapReduce, Marketing Analytics, Pranab Ghosh, Predictive Analytics, Predictive Modeling|

Handling Rare Events and Class Imbalance in Predictive Modeling for Machine Failure Most supervised Machine Learning algorithms face difficulty when there is class imbalance in the training data i.e., amount of data belonging one class [...]

Kolkata – Give us your Engineers; Together, we will win the world of Big Data! (Meetups & Jobs)

By |2018-11-21T09:53:17+00:00July 17th, 2016|Analytics, Apache Spark, Big Data, Blogs, Hadoop, Monthly Meetups, Original Content, SparkSQL, SQL|

We all know about Netaji Subhas Chandra Bose’s famous speech for rousing the Indian masses for fighting for their freedom from the British Empire: “Give me Blood and I will [...]

Customer Churn Prediction with SVM using Scikit-Learn

By |2023-06-19T11:15:28+00:00April 24th, 2016|Analytics, Big Data, Churn, Data Sciences, Hadoop, MapReduce, Marketing Analytics, Pranab Ghosh, Predictive Analytics, Predictive Modeling|

Customer Churn Prediction with SVM using Scikit-Learn Support Vector Machine (SVM) is unique among the supervised machine learning algorithms in the sense that it focuses on training data points along the separating hyper planes. In [...]

Innovative Big Data Application Optimizes Lead Conversions, built on the Google Cloud Platform

By |2018-11-30T13:02:14+00:00March 20th, 2016|Big Data, BigQuery, Blogs, Case Studies, Cloud Data Flow, Google Cloud Platform, Hadoop, Hive, MapReduce, Original Content|

Case Study - Innovative Big Data Application Optimizes Lead Conversions, built on the Google Cloud Platform In the era of Big Data, many enterprise executives are struggling with the sheer volume of available data and [...]

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