Souradip PalinTowards AIHandling Mixed Variables in Feature Engineering: A Practical Guide with CodeImagine you’re working on a brand-new data project, the kind that makes your hands twitch with excitement. Everything seems perfect, and…2h ago2h ago
Souradip PalinTowards AIA Beginner’s Guide to Converting Numerical Data to Categorical: Binning and BinarizationImagine sifting through rows of data in a spreadsheet packed with numbers that look impressive at first glance. But when you try to analyze…4h ago14h ago1
Souradip PalinLow Code for Data ScienceUnveiling the Magic of Principal Component Analysis (PCA): A Story of Data SimplificationRotating the Axes: A New Perspective for Beginners2d ago2d ago
Souradip PalindevdotcomMy Hackathon Adventure at Status Code 0: A 36-Hour Marathon of InnovationThere’s something special about hackathons. The ticking clock, the rush of creativity, and the buzz of teams racing against time — it’s an…2d ago2d ago
Souradip PalinTowards AIMathematical Transformations in Feature Engineering: Log, Reciprocal, and Power Transforms…Imagine you’re preparing to bake a cake, but some ingredients are piled high, and others barely fill the spoon. Without smoothing out the…3d ago3d ago
Souradip PalinTowards AIStreamlining Data Processing with sklearn PipelinesImagine you’re working on a Titanic dataset, just like many machine learning practitioners do, and you’re tired of repeating yourself…3d ago3d ago
Souradip PalinTowards AISimplifying Data Preprocessing with ColumnTransformer in Python: A Step-by-Step GuideImagine you’re in a busy kitchen, trying to prepare a gourmet meal. You’ve got various ingredients laid out, each needing a different…5d ago5d ago
Souradip PalinTowards AIEncoding Categorical Data: A Step-by-Step GuideImagine you’re baking a cake, but instead of sugar, flour, and eggs, you have words like “vanilla,” “chocolate,” and “strawberry” on your…5d ago5d ago
Souradip PalHow I Passed the AWS Certified AI Practitioner Exam in Just 2 Days: My Story & TipsI know what you’re thinking—passing the AWS Certified AI Practitioner Exam in just two days? Sounds like clickbait, right? Well, I thought…Aug 301Aug 301
Souradip PalinTowards AIThe Curse of Dimensionality: Why More Isn’t Always Better in Machine LearningDid You Know About This Curse in the World of Artificial Intelligence That Haunts Data Wizards?Aug 27Aug 27
