Welcome to BST 260: Introduction to Data Science

This repository provides the code for the Fall 2023 course notes.

Name		Name	Last commit message	Last commit date
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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