Here, I sketch out a possible approach to coming up with new beer recipes. The main difficulty as I see it is getting a complete set of data and then casting it into a convenient form. tags: data science, machine learning

In this document, we use machine learning algorithms to determine the survivability of individuals based on gender, class, family status etc. The problem is from an introductory Kaggle competition. Tags: Machine Learning, data science

Regression analysis of Galton's father son height data. Tags: Statistics

Problems from Chapter: 1

We examine the gradient descent and stochastic gradient descent variants of the adaline algorithm for binary classification. tags: machine learning

Here, I implement the above algorithm and train it for the iris data set in R. tags: machine learning

Here we look at which severe effects have the strongest impact on property and crop damage as well as injuries and fatalities. This is an assignment from the Coursera Data Science Course.

The mean of the distribution of all samples of a population is the mean of the population. Drilling this idea in by considering various examples. Tags: Probability, statistics

Studying the differences between the two measures of variances and considering the repercussions. Tags: risk theory, probability, statistics