Regression analysis is a powerful statistical tool that can be utilized for forecasting a variable or inferring causal relationships with other independent variables. While establishing […]

5 Unique Bar Chart Variants

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# Category: Data Science

## Using Regression Analysis for Causal Inference

## 3 cool techniques for EDA

## Contingency Tables as tool for EDA

## LinkedIn vs Naukri.com – Popularity Trend over the years

## School Ranking Analysis

## Are the school rankings biased?

## Visualization of burst analysis on publications

## Key Diagnostic Metrics

## Text Mining – Sample Analysis using LightSide

## Components to effective Predictive Modeling

Regression analysis is a powerful statistical tool that can be utilized for forecasting a variable or inferring causal relationships with other independent variables. While establishing […]

Have you ever found yourself tangled in the intricate web of a large multidimensional dataset? Engaging with extensive multidimensional datasets […]

Have you ever thought, how a simple looking contingency table where the data is organized into rows and columns can be used to explore relationship […]

LinkedIn is a Social Media platform which gives us networking opportunity at a professional level. It is increasingly being used for job search as well. […]

This is in continuation to my previous blog (Are school Rankings biased). In this blog I have analyzed various categories of schools viz. International vs. Non-International, Residential […]

Every year parents wait eagerly for the schools ranks to be published in leading dailies to get an idea about the top schools for their […]

The burst analysis is done to identify the sudden increases or “bursts” in the frequency-of-use of certain terms or concepts over time, how they were […]

Once we have the model we should evaluate its performance and tune it to improve its performance. If a data mining model is bad, it’s […]

Here is highlight of the text mining process in a simple text classification experiment using LightSIDE. LightSide accepts the input data in the .csv format. […]

Predictive modeling involves finding good subsets of predictors or explanatory variables. Models that fit the data well are better than models that fit the data […]