├── README.md ├── lectures ├── lecture01-crossval_bv.pdf ├── lecture01-history_ml_task.pdf ├── lecture01-intro.pdf ├── lecture02-bayes.pdf ├── lecture03-knn.pdf ├── lecture04-linreg.pdf ├── lecture05-er_sgd.pdf ├── lecture05-lin_class.pdf ├── lecture06-svm.pdf └── lecture07-trees.pdf └── seminars ├── missing_values.pdf ├── seminar02-bayes.pdf ├── seminar05-lin_class.pdf └── seminar06-svm.pdf /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/README.md -------------------------------------------------------------------------------- /lectures/lecture01-crossval_bv.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/lectures/lecture01-crossval_bv.pdf -------------------------------------------------------------------------------- /lectures/lecture01-history_ml_task.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/lectures/lecture01-history_ml_task.pdf -------------------------------------------------------------------------------- /lectures/lecture01-intro.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/lectures/lecture01-intro.pdf -------------------------------------------------------------------------------- /lectures/lecture02-bayes.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/lectures/lecture02-bayes.pdf -------------------------------------------------------------------------------- /lectures/lecture03-knn.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/lectures/lecture03-knn.pdf -------------------------------------------------------------------------------- /lectures/lecture04-linreg.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/lectures/lecture04-linreg.pdf -------------------------------------------------------------------------------- /lectures/lecture05-er_sgd.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/lectures/lecture05-er_sgd.pdf -------------------------------------------------------------------------------- /lectures/lecture05-lin_class.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/lectures/lecture05-lin_class.pdf -------------------------------------------------------------------------------- /lectures/lecture06-svm.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/lectures/lecture06-svm.pdf -------------------------------------------------------------------------------- /lectures/lecture07-trees.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/lectures/lecture07-trees.pdf -------------------------------------------------------------------------------- /seminars/missing_values.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/seminars/missing_values.pdf -------------------------------------------------------------------------------- /seminars/seminar02-bayes.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/seminars/seminar02-bayes.pdf -------------------------------------------------------------------------------- /seminars/seminar05-lin_class.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/seminars/seminar05-lin_class.pdf -------------------------------------------------------------------------------- /seminars/seminar06-svm.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlcoursemm/ml2023autumn/HEAD/seminars/seminar06-svm.pdf --------------------------------------------------------------------------------