PinnedUjang RiswantoWhat is Principal Component Analysis?A beginner’s guide to learn principal component analysisMar 14, 2023Mar 14, 2023
Ujang RiswantoExploring the Mathematics of Ridge Regression for Data Science EnthusiastsRidge regression is a powerful technique, but it’s not the best fit for every situation. If you’re dealing with non-linear data, need clear…2h ago2h ago
Ujang RiswantoA Beginner’s Guide to Ridge Regression and Regularization in Machine LearningRidge regression is a fantastic choice when you need a balance between flexibility and simplicity, especially in cases where you have lots…1d ago1d ago
Ujang RiswantoWhy Ridge Regression is Essential for Predicting Complex Dataridge regression is like a steady hand for your model. It stops the model from getting overwhelmed by every little detail and keeps it…2d ago2d ago
Ujang RiswantoCurved Data? No Problem! Polynomial Regression to the Rescuepolynomial regression is the hero you call in when a straight line just won’t do. It’s flexible, customizable, and it adds just the right…3d ago3d ago
Ujang RiswantoHow to Tackle Overfitting in Polynomial Regression ModelsHey there! So, let’s talk about polynomial regression. It’s a nifty tool that helps us model relationships in our data, especially when…5d ago5d ago
Ujang RiswantoPolynomial Regression vs. Linear Regression: When to Go Beyond the Straight Linewhen you’re choosing between the two, think about your data and your goals. If it’s a simple relationship, linear regression will get the…5d ago5d ago
Ujang RiswantoA Step-by-Step Tutorial on Polynomial Regression in PythonWhat is Polynomial Regression?Oct 28Oct 28
Ujang RiswantoWhat Is Polynomial Regression? A Practical Introduction for Data EnthusiastsPolynomial regression is a fantastic tool when you need to capture curved patterns, but the key is balance. Use the right degree, validate…Oct 27Oct 27
Ujang RiswantoHow to Interpret Coefficients and R-squared in Multiple Linear Regressioncoefficients tell you which variables matter, how much they matter, and in what direction. But always double-check if they’re significant…Oct 25Oct 25
