Chicago Homicides 2017, a Follow-Up Look with R
Guest blog post by Steve Miller. A year ago, I posted an article on the disturbing 57% increase in Chicago homicides for 2016. There’s been no shortage of loaded co...
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Analyzing Geographic Data with QGIS – Part 1
Today I’m writing this post to explain how it’s possible to make geographic analysis and answer questions like: which is the richest area in my city? How many...
Business Problems and Data Science Solutions Part 1
An important principle of data science is that data mining is a process. It includes the application of information technology, such as the automated discovery and evalua...
29 Statistical Concepts Explained in Simple English – Part 1
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
11 Great Articles about Stochastic Processes and Related Topics
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, ...
Artificial Neural Networks: Part1
Last week, I gave a one-hour seminar covering one of the machine learning tools which I have used extensively in my research: neural networks. Preparation of the seminar ...
Market Mix Modeling – 101: Part 2
In my last article, I had introduced you to the concept of Market Mix Modeling. If you want a refresher, please click on the this link. This article is in continuati...
Setting up your first Kafka development environment in Google Cloud in 15 minutes
Here I am writing my first post, I posponed it for a long time… In this article I would like to share my experience installing and testing basic Apache Kafka features. ...
The Artificial Neural Networks handbook: Part 1
I have written several articles on Artificial Neural Networks earlier but they were just random articles on random concepts. This series of articles will give you a detai...
Practical Apache Spark in 10 minutes. Part 6 – GraphX
In our last post, we explained the basics of streaming with Spark. Today, we want to talk about graphs and explore Apache Spark GraphX tool for graph computation and ana...