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Intuitive Tutorials

Dear visitor,
Welcome to intuitive tutorials. This website is an attempt to deliver insightful explanations of ideas by building things from scratch and thinking from first principles. I hope you will have some takeaway ideas from here.

Recent Posts

  • Mini Project: House Price Prediction, From Raw Data To A Working Model
  • Evaluating Regression Models: A Simple Guide to MAE, MSE, RMSE, and R²
  • Gradient Descent Explained: How Machines Learn to Improve (Batch, Stochastic, Mini-Batch)
  • Lasso Regression and ElasticNet: How to Cut the Anchor Line on Weak Features
  • Regularization: Ridge Regression Explained Simply
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