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data
data
 
 
docs
docs
 
 
test_files
test_files
 
 
.gitignore
.gitignore
 
 
01-quarto.qmd
01-quarto.qmd
 
 
02-unix.qmd
02-unix.qmd
 
 
03-git.qmd
03-git.qmd
 
 
04-r-basics.qmd
04-r-basics.qmd
 
 
05-vectorization.qmd
05-vectorization.qmd
 
 
06-tidyverse.qmd
06-tidyverse.qmd
 
 
07-dates-and-times.qmd
07-dates-and-times.qmd
 
 
08-importing-data.qmd
08-importing-data.qmd
 
 
09-data-table.qmd
09-data-table.qmd
 
 
10-distributions.qmd
10-distributions.qmd
 
 
11-ggplot2.qmd
11-ggplot2.qmd
 
 
12-dataviz-principles.qmd
12-dataviz-principles.qmd
 
 
13-wrangling.qmd
13-wrangling.qmd
 
 
14-web-scraping.qmd
14-web-scraping.qmd
 
 
15-locales.qmd
15-locales.qmd
 
 
16-text-mining.qmd
16-text-mining.qmd
 
 
17-probability.qmd
17-probability.qmd
 
 
18-inference.qmd
18-inference.qmd
 
 
19-models.qmd
19-models.qmd
 
 
20-regression.qmd
20-regression.qmd
 
 
2023.Rproj
2023.Rproj
 
 
21-multivariate-regression.qmd
21-multivariate-regression.qmd
 
 
22-linear-models.qmd
22-linear-models.qmd
 
 
23-association-tests.qmd
23-association-tests.qmd
 
 
24-corrleation-not-causation.qmd
24-corrleation-not-causation.qmd
 
 
25-matrices-in-R.qmd
25-matrices-in-R.qmd
 
 
26-linear-algebra.qmd
26-linear-algebra.qmd
 
 
27-dimension-reduction.qmd
27-dimension-reduction.qmd
 
 
28-gene-expression-case-study.qmd
28-gene-expression-case-study.qmd
 
 
29-regularization.qmd
29-regularization.qmd
 
 
30-matrix-factorization.qmd
30-matrix-factorization.qmd
 
 
31-ml-intro.qmd
31-ml-intro.qmd
 
 
32-conditional-expectations.qmd
32-conditional-expectations.qmd
 
 
33-smoothing.qmd
33-smoothing.qmd
 
 
34-cross-validation.qmd
34-cross-validation.qmd
 
 
35-caret.qmd
35-caret.qmd
 
 
36-algorithms.qmd
36-algorithms.qmd
 
 
38-making-webpage.qmd
38-making-webpage.qmd
 
 
README.md
README.md
 
 
_quarto.yml
_quarto.yml
 
 
index.qmd
index.qmd
 
 
intro.qmd
intro.qmd
 
 
midterm-analysis.R
midterm-analysis.R
 
 
project-ideas.md
project-ideas.md
 
 
pset1.qmd
pset1.qmd
 
 
pset2.qmd
pset2.qmd
 
 
r4ds.scss
r4ds.scss
 
 
schedule.qmd
schedule.qmd
 
 
test.md
test.md
 
 

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Welcome to BST 260: Introduction to Data Science

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