Regression Metrics — Study NotesResiduals- we can plot residuals out and look for Scedasticity and Outliers, this is how a Homoscedasticity residuals plot look like:Jan 27, 2021Jan 27, 2021
Linear Regression Model-Study NotesOrdinary Least Squares Regression: linear regression that has minimum mean squared error(MSE).Jan 10, 2021Jan 10, 2021
Takeaway from the Bias-Variance TradeoffThere are 3 types of errors that a models can have, error due to bias, error due to variance, and irreducible errors due to randomness or…Dec 9, 2020Dec 9, 2020
Journal Into Data ScienceAt the time when I was about to graduate from University, everyone was either looking for a job or applying graduate school. I was…Nov 27, 2020Nov 27, 2020
