### David Basanta on Twitter

“Some of the most important equations in physics. HT: @inesgn”

### Linear Regression vs Logistic Regression vs Poisson Regression

A simple infographic that explains key differences between Linear, Logistic and Poisson regression models.

Hypothesis Testing Infographic

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### Scala vs. Python for Apache Spark

Scala vs. Python for Apache Spark. The pros and cons of using Scala vs Python for programming against Apache Spark to solve big data problems.

### Clash of the Titans ! (R vs Python)

This is to all out there who are wondering which is better language to learn for data analysis and visualization. Whether one should use R or Python when they do their everyday data analysis tasks.…

### A Beginner Mathematics Book For Machine Learning.

### Charting Correlation Matrices in R

I noticed this very simple, very powerful article by James Marquez, Seven Easy Graphs to Visualize Correlation Matrices in R , in the Google...

### How to Understand and Implement Regression Analysis

They say a picture speaks 1000 words. So to summarize regression analysis, I've created an infographic. But first what is regression analysis?

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### What kind of decision boundaries does Deep Learning (Deep Belief Net) draw? Practice with R and {h2o} package - Data Scientist TJO in Tokyo

For a while (at least several months since many people began to implement it with Python and/or Theano, PyLearn2 or something like that), nearly I've given up practicing Deep Learning with R and I've felt I was left alone much further away from advanced technology... But now we (not only I!) have a …

### Top Machine Learning Algorithms for Predictions. A Short Overview.

Companies have always been very interested in expanding and improving their decision-making principles. In the past, business decisions were largely based on the experience of proven employees and…