Best books on Artificial Intelligence and Deep Learning for October 2018
Advanced Deep Learning with Keras A comprehensive guide to advanced deep learning techniques, including Autoencoders, GANs, VAEs, and Deep Reinforcement Learning, that...
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20 Cheat Sheets: Python, ML, Data Science, R, and More
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, c...
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...
25 Statistical Concepts Explained in Simple English – Part 2
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
An Overview of Business Problems and Data Science Solutions — Part 2
Data Mining There is an important distinction related to data mining. First the difference between mining the data to find patterns and build models, and second using the...
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...
How to Write an R Function to Match and Merge 2 Files (like VLOOKUP)
Matching and merging 2 files is task I find myself doing all of the time. Historically, I’ve used VLOOKUP in MS Excel and just worked around any limitations. Finall...
Two Beautiful Mathematical Results – Part 2
In Part 1 of this article (see here) we featured the two results below, as well as a simple way to prove these formulas. Here, we continue on the same topic, featuring a...
26 Great Articles and Tutorials about Regression Analysis
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
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...