GitHub - andreashandel/MADAcourse-RMarkdown: Course page for Modern Applied Data Analysis

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 383 Commits
auxiliary		auxiliary
docs		docs
learnR/modelperformance		learnR/modelperformance
media		media
projectexamples		projectexamples
quizsheets		quizsheets
renv		renv
templatefiles		templatefiles
.Rprofile		.Rprofile
.gitignore		.gitignore
Assessment_Coding.Rmd		Assessment_Coding.Rmd
Assessment_Complete_Workflow.Rmd		Assessment_Complete_Workflow.Rmd
Assessment_Course_Tools_Introduction.Rmd		Assessment_Course_Tools_Introduction.Rmd
Assessment_Data_Analysis.Rmd		Assessment_Data_Analysis.Rmd
Assessment_Data_Finding_Wrangling.Rmd		Assessment_Data_Finding_Wrangling.Rmd
Assessment_Exploration.Rmd		Assessment_Exploration.Rmd
Assessment_Fitting_Basic_Models.Rmd		Assessment_Fitting_Basic_Models.Rmd
Assessment_ML_Models_1.Rmd		Assessment_ML_Models_1.Rmd
Assessment_ML_Models_2.Rmd		Assessment_ML_Models_2.Rmd
Assessment_Model_Evaluation.Rmd		Assessment_Model_Evaluation.Rmd
Assessment_Model_Improvement.Rmd		Assessment_Model_Improvement.Rmd
Assessment_Presenting_Results.Rmd		Assessment_Presenting_Results.Rmd
Assessment_Statistical_Analysis.Rmd		Assessment_Statistical_Analysis.Rmd
Basic_Statistical_Models.Rmd		Basic_Statistical_Models.Rmd
Complete_data_analysis_workflow.Rmd		Complete_data_analysis_workflow.Rmd
Course_Assessments.Rmd		Course_Assessments.Rmd
Course_Communication.Rmd		Course_Communication.Rmd
Course_Glossary.Rmd		Course_Glossary.Rmd
Course_Resources.Rmd		Course_Resources.Rmd
Course_Schedule.Rmd		Course_Schedule.Rmd
Course_Syllabus.Rmd		Course_Syllabus.Rmd
DA_Models.Rmd		DA_Models.Rmd
DL_AI_BigData.Rmd		DL_AI_BigData.Rmd
Data_Analysis_Motivation.Rmd		Data_Analysis_Motivation.Rmd
Data_Analysis_Overview.Rmd		Data_Analysis_Overview.Rmd
Data_Analysis_Structure.Rmd		Data_Analysis_Structure.Rmd
Data_Exploration.Rmd		Data_Exploration.Rmd
Data_Finding.Rmd		Data_Finding.Rmd
Data_Generation.Rmd		Data_Generation.Rmd
Data_Models_Not_Covered.Rmd		Data_Models_Not_Covered.Rmd
Data_Types.Rmd		Data_Types.Rmd
Data_Wrangling.Rmd		Data_Wrangling.Rmd
Decision_Trees.Rmd		Decision_Trees.Rmd
General_Resources.Rmd		General_Resources.Rmd
Introduction_Course.Rmd		Introduction_Course.Rmd
MADAcourse.Rproj		MADAcourse.Rproj
MADAstyle.css		MADAstyle.css
ML_Models_Overview.Rmd		ML_Models_Overview.Rmd
Many_Tree_Models.Rmd		Many_Tree_Models.Rmd
Model_Evaluation_Diagnostics.Rmd		Model_Evaluation_Diagnostics.Rmd
Model_Evaluation_Overfitting.Rmd		Model_Evaluation_Overfitting.Rmd
Model_Evaluation_Overview.Rmd		Model_Evaluation_Overview.Rmd
Model_Evaluation_Performance.Rmd		Model_Evaluation_Performance.Rmd
Model_Evaluation_Uncertainty.Rmd		Model_Evaluation_Uncertainty.Rmd
Model_Fitting_R.Rmd		Model_Fitting_R.Rmd
Model_Improvement_Data_Processing.Rmd		Model_Improvement_Data_Processing.Rmd
Model_Improvement_Overview.Rmd		Model_Improvement_Overview.Rmd
Model_Improvement_Regularization.Rmd		Model_Improvement_Regularization.Rmd
Model_Improvement_Subset_Selection.Rmd		Model_Improvement_Subset_Selection.Rmd
Model_Improvement_Tuning.Rmd		Model_Improvement_Tuning.Rmd
More_ML_Models.Rmd		More_ML_Models.Rmd
Open_Science.Rmd		Open_Science.Rmd
Polynomial_Spline_Models.Rmd		Polynomial_Spline_Models.Rmd
Presenting_Results_Overview.Rmd		Presenting_Results_Overview.Rmd
Project_Details.Rmd		Project_Details.Rmd
Project_Examples.Rmd		Project_Examples.Rmd
Project_Overview.Rmd		Project_Overview.Rmd
Project_Review.Rmd		Project_Review.Rmd
README.md		README.md
Rcoding_Basics.Rmd		Rcoding_Basics.Rmd
Rcoding_Tidyverse.Rmd		Rcoding_Tidyverse.Rmd
SVM_Models.Rmd		SVM_Models.Rmd
Statistical_Analysis_Introduction.Rmd		Statistical_Analysis_Introduction.Rmd
Statistical_Terminology.Rmd		Statistical_Terminology.Rmd
Tables_in_R.Rmd		Tables_in_R.Rmd
Tools_AI.Rmd		Tools_AI.Rmd
Tools_Github_Introduction.Rmd		Tools_Github_Introduction.Rmd
Tools_Github_R_Workflow.Rmd		Tools_Github_R_Workflow.Rmd
Tools_RandRStudio.Rmd		Tools_RandRStudio.Rmd
Tools_Reference_Management.Rmd		Tools_Reference_Management.Rmd
Tools_Reproducibility.Rmd		Tools_Reproducibility.Rmd
Tools_Tips_Guidance.Rmd		Tools_Tips_Guidance.Rmd
Visualization_Overview.Rmd		Visualization_Overview.Rmd
Visualization_in_R.Rmd		Visualization_in_R.Rmd
_site.yml		_site.yml
contributors.csv		contributors.csv
include_head.html		include_head.html
index.Rmd		index.Rmd
renv.lock		renv.lock

Repository files navigation

This is the RMarkdown based version of the Modern Applied Data Analysis course.

As of January 2024, the site has been switched to Quarto and this repository is outdated and for archival purposes only.

Here is the current, Quarto based repository.

andreashandel/MADAcourse-RMarkdown

Folders and files

Latest commit

History