├── .gitignore ├── binder ├── install.R └── runtime.txt ├── chapters ├── chapter1.md ├── chapter2.md ├── chapter3.md └── chapter4.md ├── course-ML-tidymodels.Rproj ├── data ├── c1_car_vars.rds ├── c1_fit_lm.rds ├── c1_fit_rf.rds ├── c1_lm_res.rds ├── c1_rf_res.rds ├── c1_test.rds ├── c1_train.rds ├── c1_train_10_percent.rds ├── c2_test.rds ├── c2_train.rds ├── c2_train_10_percent.rds ├── c3_glm_res.rds ├── c3_other.rds ├── c3_rf_res.rds ├── c3_test.rds ├── c3_train.rds ├── c3_train_10_percent.rds ├── c3_val.rds ├── c4_final_wf.rds ├── c4_other.rds ├── c4_test.rds ├── c4_tree_res.rds ├── c4_val.rds ├── c4_validation_full.rds ├── cars2018.csv ├── readme ├── sisters.csv ├── sisters_cart.rds ├── sisters_gbm.rds ├── sisters_select.csv ├── sisters_xg.rds ├── stack_glm.rds ├── stack_overflow.csv ├── stack_rf.rds ├── stack_tree.rds ├── tidy_sisters.rds ├── vote_glm.rds ├── vote_rf.rds └── voters.csv ├── exercises ├── exc_01_03.R ├── exc_01_04.R ├── exc_01_06.R ├── exc_01_07_1.R ├── exc_01_07_2.R ├── exc_01_08.R ├── exc_01_09.R ├── exc_01_11.R ├── exc_01_12_1.R ├── exc_01_12_2.R ├── exc_02_03_1.R ├── exc_02_03_2.R ├── exc_02_04.R ├── exc_02_06.R ├── exc_02_07.R ├── exc_02_11_1.R ├── exc_02_11_2.R ├── exc_02_12_1.R ├── exc_02_12_2.R ├── exc_02_13.R ├── exc_03_03_1.R ├── exc_03_03_2.R ├── exc_03_04.R ├── exc_03_06.R ├── exc_03_08.R ├── exc_03_09.R ├── exc_03_12.R ├── exc_03_14_1.R ├── exc_03_14_2.R ├── exc_03_15.R ├── exc_03_17.R ├── exc_04_03.R ├── exc_04_04_1.R ├── exc_04_04_2.R ├── exc_04_06.R ├── exc_04_07.R ├── exc_04_10_1.R ├── exc_04_10_2.R ├── exc_04_10_3.R ├── exc_04_11.R ├── exc_04_12.R ├── exc_04_13.R ├── exc_04_14.R ├── exc_04_15.R ├── solution_01_03.R ├── solution_01_04.R ├── solution_01_06.R ├── solution_01_07_1.R ├── solution_01_07_2.R ├── solution_01_08.R ├── solution_01_09.R ├── solution_01_11.R ├── solution_01_12_1.R ├── solution_01_12_2.R ├── solution_02_03_1.R ├── solution_02_03_2.R ├── solution_02_04.R ├── solution_02_06.R ├── solution_02_07.R ├── solution_02_11_1.R ├── solution_02_11_2.R ├── solution_02_12_1.R ├── solution_02_12_2.R ├── solution_02_13.R ├── solution_03_03_1.R ├── solution_03_03_2.R ├── solution_03_04.R ├── solution_03_06.R ├── solution_03_08.R ├── solution_03_09.R ├── solution_03_12.R ├── solution_03_14_1.R ├── solution_03_14_2.R ├── solution_03_15.R ├── solution_03_17.R ├── solution_04_03.R ├── solution_04_04_1.R ├── solution_04_04_2.R ├── solution_04_06.R ├── solution_04_07.R ├── solution_04_10_1.R ├── solution_04_10_2.R ├── solution_04_10_3.R ├── solution_04_11.R ├── solution_04_12.R ├── solution_04_13.R ├── solution_04_14.R ├── solution_04_15.R ├── test_01_03.R ├── test_01_04.R ├── test_01_06.R ├── test_01_07_1.R ├── test_01_07_2.R ├── test_01_08.R ├── test_01_09.R ├── test_01_11.R ├── test_01_12_1.R ├── test_01_12_2.R ├── test_02_03_1.R ├── test_02_03_2.R ├── test_02_04.R ├── test_02_06.R ├── test_02_07.R ├── test_02_11_1.R ├── test_02_11_2.R ├── test_02_12_1.R ├── test_02_12_2.R ├── test_02_13.R ├── test_03_03_1.R ├── test_03_03_2.R ├── test_03_04.R ├── test_03_06.R ├── test_03_08.R ├── test_03_09.R ├── test_03_12.R ├── test_03_14_1.R ├── test_03_14_2.R ├── test_03_15.R ├── test_03_17.R ├── test_04_03.R ├── test_04_04_1.R ├── test_04_04_2.R ├── test_04_06.R ├── test_04_07.R ├── test_04_10_1.R ├── test_04_10_2.R ├── test_04_10_3.R ├── test_04_11.R ├── test_04_12.R ├── test_04_13.R ├── test_04_14.R └── test_04_15.R ├── gatsby-browser.js ├── gatsby-config.js ├── gatsby-node.js ├── img ├── age_histogram.png ├── agree_by_age.png ├── bootstrap.png ├── bootstrap2.png ├── cars_metrics.png ├── crossvalidation1.png ├── crossvalidation2.png ├── crossvalidation3.png ├── crossvalidation4.png ├── downsample1.png ├── downsample2.png ├── econtrend.png ├── histogram.png ├── mpg_histogram.png ├── plots-for-ml-case-studies.001.png ├── plots-for-ml-case-studies.002.png ├── plots-for-ml-case-studies.003.png ├── plots-for-ml-case-studies.004.png ├── remote_size.png ├── so-logo.png ├── testtrain.png ├── tidymodels_hex.png ├── tidymodels_small.png ├── tidyverse.png ├── tidyverse_small.png ├── tune_results.png ├── upsample2.png └── validation.png ├── meta.json ├── package.json ├── slides ├── chapter1_01.md ├── chapter1_05.md ├── chapter1_10.md ├── chapter2_01.md ├── chapter2_05.md ├── chapter2_10.md ├── chapter3_01.md ├── chapter3_07.md ├── chapter3_10.md ├── chapter3_13.md ├── chapter4_01.md ├── chapter4_05.md ├── chapter4_09.md └── chapter4_16.md ├── src ├── components │ ├── button.js │ ├── choice.js │ ├── code.js │ ├── exercise.js │ ├── hint.js │ ├── juniper.js │ ├── layout.js │ ├── link.js │ ├── seo.js │ ├── slides.js │ └── typography.js ├── context.js ├── markdown.js ├── pages │ └── index.js ├── styles │ ├── button.module.sass │ ├── chapter.module.sass │ ├── choice.module.sass │ ├── code.module.sass │ ├── exercise.module.sass │ ├── hint.module.sass │ ├── index.module.sass │ ├── index.sass │ ├── layout.module.sass │ ├── link.module.sass │ ├── reveal.css │ ├── slides.module.sass │ 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