Mar 27 · 11 min read · Imagine you're a casino inspector. You suspect a dealer has been switching between two biased coins, but you only have records of the outcomes - not which coin was used for each game. How do you figur
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Feb 23 · 13 min read · This is Week 19 of my data science journey, the week I stopped telling the algorithm what to find and started letting it discover patterns on its own. If you've been following since Week 18, welcome b
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Jan 16 · 4 min read · As part of our unsupervised learning series today, we will talk about a famous algorithm of an association type. While exploring unsupervised learning, I came across the Apriori Algorithm. At first, it sounded complex, but once I broke it down with r...
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Jan 12 · 6 min read · In our previous article on unsupervised learning, we covered a clustering algorithm. Today we will be covering a common algorithm that comes under the category of dimensionality reduction. So, in machine learning, having more data is usually helpful ...
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