In this article we will cover how to calculate AUC (Area Under Curve) in R. What is Area Under Curve? The Area Under Curve (AUC) is a met...
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Showing posts with label Data Science. Show all posts
Showing posts with label Data Science. Show all posts
A Beginner's Guide to Python for Data Science
This tutorial will help you learn Data Science with Python through examples in just a few hours. It's designed for beginners who want t...
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A Complete Guide to Marketing Mix Modeling
Marketing Mix Modeling (MMM) is one of the most popular analysis under Marketing Analytics which helps organizations in estimating the effec...
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Gini, Cumulative Accuracy Profile, AUC
In this article, we have covered how to calculate Gini Coefficient, Cumulative Accuracy Profile (CAP) and Area under Curve (AUC) of a predi...
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Precision Recall Curve Simplified
This article outlines precision recall curve and how it is used in real-world data science application. It includes explanation of how it is...
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Identify Person, Place and Organisation in content using Python
This article outlines the concept and python implementation of Named Entity Recognition using StanfordNERTagger. The technical challenges ...
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Case Study : Sentiment analysis using Python
In this article, we will walk you through an application of topic modelling and sentiment analysis to solve a real world business problem. ...
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15 Types of Regression (with Examples)
Regression methods are widely used for predictive modeling. Most analytics professionals are familiar with only 2-3 common types such as lin...
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A Complete Guide to Linear Regression in Python
In this article we covered linear regression using Python in detail. It includes its meaning along with assumptions related to the linear re...
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