Entry 37a: Normal Equation
The Normal Equation generates the weights that are used in Linear Regression. It calculates the theta array directly without having to iterate through differ...
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Entry 36: Ordinary Least Squares (OLS)
Ordinary Leas Squares is usually the default method of Linear Regression and is the method used in the sklearn.linear_model.LinearRegression function. On pag...
Entry 35: Regression
Regression is used to predict on continuous data, for example housing prices. Logistic Regression is the subcategory that is the exception, as it does classi...
Entry 34: Supervised Learning Datasets
My anticipated fail from Entry 32 was correct, finding datasets and figuring out what kinds of patterns they have was a time suck. As such, “datasets” gets i...
Entry 33: Supervised Learning
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