Apr 30 · 4 min read · In the previous blog, we explored what Supervised Learning is and how models learn from data. Now, let's understand how Supervised Learning is used to solve real-world problems using two key approache
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Apr 12 · 10 min read · A two-year-old points at a golden retriever in the park and says, with perfect confidence, "dog!" Her mother nods. Ten minutes later she points at a cow and says, with equal confidence, "dog!" Her mother shakes her head: "no, that's a cow." The toddl...
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Mar 2 · 16 min read · Week 18 of my data science internship at DataraFlow shifted the focus from distance-based and probabilistic classifiers to tree-based methods; a family of algorithms that don't just predict outcomes,
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Feb 24 · 13 min read · Week 16 of my data science internship at DataraFlow pushed everything to a new level. We moved beyond individual model building into end-to-end machine learning workflows; complete with multi-model co
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