statistical.dog

Tag: lecture

27 items with this tag.

Apr 28, 2026
L27: Summary and Exam Review
Apr 27, 2026
L25: Neural Networks 3 (aborted recording)
Apr 27, 2026
L26: Neural Networks 3 (RNNs and Double Descent)
Apr 21, 2026
L24: Neural Networks 2 (CNNs)
- lecture
- module/11-nnet
Apr 20, 2026
L23: Neural Networks 1 (Feedforward)
- lecture
- module/11-nnet
Apr 14, 2026
L22: Unsupervised Learning 2 (Clustering)
- lecture
- module/10-unsuper
Apr 13, 2026
L21: Unsupervised Learning 1 (PCA)
- lecture
- module/10-unsuper
Apr 07, 2026
L20: Boosting and Additive Trees 2
- lecture
- module/09-boosting
Mar 17, 2026
L19: Boosting and Additive Trees 1 (Trees wrap-up)
Mar 16, 2026
L18: Tree-based Methods 2
- lecture
- module/08-trees
Mar 10, 2026
L17: Tree-based Methods 1 (BeyondLinear wrap-up)
- lecture
- module/08-trees
Mar 09, 2026
L16: Moving Beyond Linearity 1
- lecture
- module/07-beyondlinear
Mar 03, 2026
L15: Model Selection and Regularization 4 (PCR wrap)
- lecture
- module/06-modelsel
Mar 02, 2026
L14: Model Selection and Regularization 3 (PCR/PCA)
- lecture
- module/06-modelsel
Feb 24, 2026
L13: Model Selection and Regularization 2 (Ridge)
- lecture
- module/06-modelsel
Feb 23, 2026
L12: Model Selection and Regularization 1
- lecture
- module/06-modelsel
Feb 10, 2026
L11: Resampling 2
- lecture
- module/05-resample
Feb 09, 2026
L10: Resampling 1
- lecture
- module/05-resample
Feb 03, 2026
L09: Classification 3
- lecture
- module/04-classif
Feb 02, 2026
L08: Classification 2 (LinReg wrap-up + LDA)
- lecture
- module/04-classif
Jan 27, 2026
L07: Classification 1
- lecture
- module/04-classif
Jan 26, 2026
L06: Linear Regression 2
- lecture
- module/03-linreg
Jan 20, 2026
L05: Linear Regression 1
- lecture
- module/03-linreg
Jan 19, 2026
L04: Statistical Learning 3
- lecture
- module/02-statlearn
Jan 13, 2026
L03: Statistical Learning 2
- lecture
- module/02-statlearn
Jan 12, 2026
L02: Statistical Learning 1
- lecture
- module/02-statlearn
Jan 05, 2026
L01: Introduction
- lecture
- module/01-intro