Solutions to Support Real-Time Data Analytics
Data Analysis Resources, Spark

Solutions to Support Real-Time Data Analytics

Organisations embracing big data use non-traditional strategies and technologies to gather, organize, process and gather insights from large datasets. These solutions do not support real-time analytics. Real-time analytics require technology to handle data that is generated at high velocity and send by the sources simultaneously in small sizes. Data is required to be processed sequentially and incrementally on a record-by-record…

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Text Analytics in the Healthcare Industry: Data Warehousing and Applications
Data Analysis Resources, Predictive Analysis

Text Analytics in the Healthcare Industry: Data Warehousing and Applications

Abstract— Text analytics is the method of extracting information from text. It involves structuring the text to evaluate, discover patterns and interpret the output. It enhances meaning to data and finds nuggets of information from both transaction-based and decision support systems by removing the barrier between structured and unstructured data. Analysis of text data helps to discover new relationships from…

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Machine Learning, Predictive Analysis

Guide for Linear Regression using Python – Part 2

Guide for Linear Regression using Python – Part 2 This blog is the continuation of guide for linear regression using Python from this post. There must be no correlation among independent variables. Multicollinearity is the presence of correlation in independent variables. If variables are correlated, it becomes extremely difficult for the model to determine the true effect of X on…

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Predicting NBA winners with Decision Trees and Random Forests in Scikit-learn
Machine Learning, Predictive Analysis, scikit-learn

Predicting NBA winners with Decision Trees and Random Forests in Scikit-learn

In this blog, we will be predicting NBA winners with Decision Trees and Random Forests in Scikit-learn.The National Basketball Association (NBA) is the major men’s professional basketball league in North America and is widely considered to be the premier men’s professional basketball league in the world. It has 30 teams (29 in the United States and 1 in Canada). The data…

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