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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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Experience

Technology raise Food Allergy Awareness

Dietary allergens are part of everyday life. There is no quick fix to eliminate them from our diet. Due to the nature of prevailing allergies, they are not confined to a specific minority or majority, they do not differentiate between ethnicity or gender and they do not show quarter when they target infant new-borns or the elderly. Allergies target humans as a…

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