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

By | 2019-03-12T11:17:25+00:00 September 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+00:00 July 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 | 2019-03-12T11:48:24+00:00 April 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+00:00 March 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 [...]

Third Eye Consulting Builds Big Data Analytics Application on Google Cloud Platform for AbsolutData

By | 2018-11-21T10:38:49+00:00 June 1st, 2015|Big Data, Blogs, Google Cloud Platform, Hadoop, Hive, MapReduce, Original Content|

Consulting Team Uses Google Cloud Platform to Mine and Analyze Big Data to Deliver a Comprehensive Conversion Optimization Solution. Third Eye Consulting Services and Solutions, a leading consulting and analytics expert in Big Data [...]

Comparative Analysis of Big Data Analytical Tools – Hive, Tez, Impala, SparkSQL, PrestoDB, Drill & BigQuery – on Google Cloud Platform

By | 2018-03-24T15:50:17+00:00 May 5th, 2015|Apache Storm, Big Data, BigQuery, Blogs, Google Cloud Platform, Hadoop, Hive, Impala, MapReduce, PrestoDB, SparkSQL, Webinars|

  BACK DUE TO POPULAR DEMAND. NOW ADDED COMPARISIONS WITH APACHE DRILL! […]

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