Dan IsazainWeekly Data ScienceFurther Exploration of Association RulesA quick proof on the interest of independent itemsets.Jul 19, 2018Jul 19, 2018
Dan IsazainWeekly Data ScienceThe PCY Algorithm and Its FriendsAn exploration of the PCY, Multistage, and Multihash algorithmsJun 30, 20183Jun 30, 20183
Dan IsazainWeekly Data ScienceMemory usage of PCY vs. Apriori AlgorithmsFinding the break-even point in terms of memory usageJun 30, 2018Jun 30, 2018
Dan IsazainWeekly Data ScienceFinding Meaningful Associations in Retail DataDigging into metrics that indicate relevance.Jun 20, 2018Jun 20, 2018
Dan IsazainWeekly Data ScienceHash Functions for Data MiningHash functions are fundamental in data mining. Understanding them is key to grasping many important tools and algorithms.Jun 20, 20181Jun 20, 20181
Dan IsazainWeekly Data ScienceThe Intuition Behind the Apriori AlgorithmAnalyzing shopping trends is a pretty big deal in data science, and market-basket analysis is one way in which that’s done. Techniques in…Jun 15, 20182Jun 15, 20182
Dan IsazainWeekly Data ScienceRetail Analysis ChallengeThis post introduces a quick challenge intended to help data science candidates prepare for job interviews. It includes an associated…Jun 7, 2018Jun 7, 2018