10 R Powered Visualizations for Power BI Dashboards

While Power BI continues to introduce features and plugins to make this application one stop shop for performing descriptive, predictive and prescriptive analysis. As we all know that Power BI has the capability to embed R Scripts and Visualizations without any fuss. To make things more interesting Microsoft Power BI team has introduced 10 most … More 10 R Powered Visualizations for Power BI Dashboards

Best Naive Bayes Video/Tutorial Collection – Top 20

Naive Bayes is a supervised classification algorithm which is based on the Bayes rule of conditional probability. It is considered to be one of the robust classification techniques and has many times outperformed its sophisticated counterparts like Decision Trees, Random Forests, KNN etc. This article includes a curated list of Naive Bayes videos that can … More Best Naive Bayes Video/Tutorial Collection – Top 20

Health Care Industry’s Savior: Benford’s Law “The Law of the First Digit”

As the world is getting more tech savvy and advancements made in the information technology especially in the healthcare industry has opened areas in data mining and machine learning. Within the area of data mining one technique which has gained a lot of popularity as well as skepticism amongst the auditors and fraud detectives is … More Health Care Industry’s Savior: Benford’s Law “The Law of the First Digit”

Deducer Tutorial: Creating a Linear Model using R Deducer Package

Linear Model better known as linear regression is one of the most common and flexible analysis framework to identify relationship between two or more variables. The widely used linear model is represented by drawing the best fit line through a series of data points represented on a scatter plot. For any budding business analyst this … More Deducer Tutorial: Creating a Linear Model using R Deducer Package

How to Deal with Multicolinearity

Multicollinearity (Collinearity) is not a new term especially when dealing with multiple regression models. This phenomenon of relationship in between one response variable with the set of predictor variables also include models like classification and regression trees as well as neural networks. Collinearity is infamously famous for inflating the variance of at least one estimated … More How to Deal with Multicolinearity

Useful R Packages That aligns with the CRISP DM Methodology

As we all know CRISP DM stands for Cross Industry Standard Process for Data Mining is a process model that outlines the most common approach to tackle data driven problems. Per the poll conducted by KDNuggets in 2014 this was and “is” one of the most popular and widest used methodology. This method of gleaning … More Useful R Packages That aligns with the CRISP DM Methodology