Least Squares
Day 7 of #66DaysofData.
"The method of least squares is a standard approach in regression analysis to approximate the solution of overdetermined systems (sets of...
Bias – Variance Tradeoff
Day 5 of #66DaysofData.com: Bias - Variance Tradeoff.
Videos
https://www.youtube.com/watch?v=EuBBz3bI-aA
https://www.youtube.com/watch?v=SjQyLhQIXSM
Intro to Linear Modeling
Day 8, Day 9 of #66DaysofData: Datacamp - Introduction to Linear Modeling in Python.
Exploring Linear Trends - (Day 8)
Interpolation is a model prediction for...
Receiver Operating Characteristic Curve (ROC)
Day 6 of #66DaysofData.com: Receiver Operating Characteristic Curve (ROC)
https://www.youtube.com/watch?v=4jRBRDbJemM&list=PLblh5JKOoLUICTaGLRoHQDuF_7q2GfuJF&index=6
Confusion Matrix
Day 3 of #66DaysofData.com.
I watched 2 Confusion Matrix videos: One on StatQuest and the other on Udemy(Machine Learning A-Z™: Hands-On Python & R In...
Sensitivity & Specificity
Day 4 of #66DaysofData.com.
I watched videos on Sensitivity & Specificity.
Sensitivity = TP / (TP + FN)
Specificity: TN / (TN + FP)
Videos
https://www.youtube.com/watch?v=vP06aMoz4v8&list=PLblh5JKOoLUICTaGLRoHQDuF_7q2GfuJF&index=4
https://www.youtube.com/watch?v=Z5TtopYX1Gc
https://www.youtube.com/watch?v=FnJ3L-63Cf8