# Category: Data Science

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## Support Vector Machines

Support Vector Machines Support Vector Machines is yet another model that is commonly used to solve data classification problems. Previously, we looked at different approaches to classification such as K-means…

## Random Forest

Random Forest Random forest, as the name suggests is a collection of randomly generated trees. In effect, it takes the consolidated result of several randomly generated decision trees based on…

## Decision Tree

Decision Tree While a Decision Tree may sound like a fancy term, it is something most people are probably familiar with. Basically we attempt to classify objects based on asking…

## K-means Clustering

K-means Clustering Classification is the technique where we attempt to group data based on their similarities and thereby to categorize them. For example, if we wanted to categorize fresh produce…

## Regression with scikit-learn

Regression with scikit-learn Today we are going to look at how we can perform Regression with scikit-learn. In fact scikit-learn is an open source python library that can perform more…

## Visualizing Data on Maps

Visualizing Data on Maps Visualizing Data on Maps is a very effective and impactful way to display your data. If you’ve ever followed a major US election, then you know…

## Data Visualization with MatPlotLib

Data Visualization with MatPlotLib Data Visualisation with MatPlotLib allows Data Scientists to explore and present data. As the old adage goes “A Picture is worth a thousand words”, so too…

## Data Wrangling – Data Normalization

Data Wrangling – Data Normalization The data wrangling – data normalization we want to talk about today is different that what you will find for the top google searches. There,…

## Data Wrangling – Regular Expression

Data Wrangling – Regular Expression In continuation on our mini series in exploring different data wrangling techniques, today we look into regular expression. For example, suppose we have a phone…

## Data Wrangling Categorical Data

Data Wrangling Categorical Data Once we have cleansed our data, we move on to discuss about Data Wrangling. Data Wrangling is the process of transforming raw data from one form…