## PUBG Final Placement Prediction

PlayerUnknownâ€™s BattleGround (PUBG) is one of the most popular first-person shooting games in ...

## Jena’s Temperature Forecasting

Forecasting is one of the essentials in human society nowadays. People forecast crime rate, stock ...

## Crowdsourced Mapping Analysis

Crowdsourcing is a modern way to collect data thanks to the Internet. In OpenStreetMap, using ...

## The Ellipse Problem

Last time, I’d introduced Monte Carlo Method and its application to solve the Snake Problem. ...

## Brewer’s Analysis

Principal Component Analysis is an important dimensional reduction technique in machine learning ...

## Regression Analysis

People use regression model a lot to predict continuous variables. Other than that, regression ...

## Cold Call Prediction

Logistic regression is wildly used to solve classification problems. Today, I am gonna use it to ...

## The Snake Problem

Most of the problems in the world cannot be solved by simple mathematical equations. In fields of ...

## Relational Database

In data science, database plays a big role since so many time it is where we extract the data. ...

## Clustering Methods

Unsupervised machine learning algorithms are wildly used in the world, and clustering is one of ...

## K-Nearest Neighborhood

It’s a practice problem that building a single prediction model is not a enough to assure we ...

## Decision Tree and Imbalance Data

Decision tree is an straightforward and powerful machine learning algorithm. However, it ...

## Preprocessing Data

Many times, we couldn’t process data because ranges of attributes are totally different, ...

## A Peak Into Data

To illustrate how to understand your data, we use the famousÂ Fisher’s iris data at UCI ...