ROC Curve Explained in One Picture
With a ROC curve, you’re trying to find a good model that optimizes the trade off between the False Positive Rate (FPR) and True Positive Rate (TPR). What counts...
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20 Handbooks on Modern Statistical Methods
With the two most recent ones, in this CRC series, published in January 2019. The objective of the series is to provide high-quality volumes covering the state-of-the-a...
The Math Required for Machine Learning
This article was written by Harsh Sikka. This version is a summary of the original article. Start with Mathematics for Machine Learning Specialization on Coursera. If...
Labeling with Active Learning
The Ugly Truth Behind All That Data We are in the age of data. In recent years, many companies have already started collecting large amounts of data about their business....
The AI Edge Engineer: Extending the power of CI/CD to Edge devices using containers
The AI Edge Engineer: Extending the power of CI/CD to Edge devices using containers Background At the Artificial Intelligence – Cloud and Edge implementations course �...
DSC Podcast Series: Automate and Scale Your Decision Making with Analytics
Data doesn’t change your organization, decisions do. In this latest Data Science Central podcast you will learn how to operationalize analytics by accelerating the move...
The problem with Cambridge Analytica is not (just) the privacy breach
The problem with Cambridge Analytica is not the privacy breach TL;DR: Echo chambers created by CA or other political marketing firms are bad for democracy, but you can co...
Hiring Strategy – from Campus to Competition!
Who is Data Scientist? “Data Scientists are like bikinis. What they reveal is suggestive, but what they conceal is vital.” – Aaron Levenstein, business professor a...
How to Combine Different Methods for A 24-times Faster Time Series Prediction
Today, businesses need to be able to predict demand and trends to stay in line with any sudden market changes and economy swings. This is exactly where forecasting tools,...
List of Time Series Methods in One Picture
The picture below was found in some tweets posted by top data science influencers, though its origin is somewhat obscure. Many of these methods are described in Wikiped...