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Layman Tutorials in Analytics

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Tag: simulation

Self-Organizing Maps Tutorial

November 2, 2017November 3, 20177 Comments

Visualize large datasets and identify potential clusters with this special breed of neural networks that uses neurons to learn the intrinsic shape of your data.

Multi-Arm Bandit & A/B Testing

January 14, 2016September 23, 20163 Comments

You want to publish ads for your product. While you have 2 promising ad designs, you have a limited budget. How can you find out which ad is more effective, while maximizing the impact of all the ads you publish?

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About Algobeans

Algobeans is the brainchild of two data science enthusiasts, Annalyn (University of Cambridge) and Kenneth (Stanford University). We noticed that while data science is increasingly used to improve workplace decisions, many people know little about the field. Hence, we created Algobeans so that everyone and anyone can learn - be it an aspiring student or enterprising business professional. Each tutorial covers the important functions and assumptions of a data science technique, without any math or jargon. We also illustrate these techniques with real-world data and examples.

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