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Tag: ensemble

Random Forest Tutorial: Predicting Crime in San Francisco

August 25, 2016October 21, 201612 Comments

Learn how random forests, an ensemble of decision trees, can help predict where and when a crime will happen in San Francisco, California.

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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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