Andreas Handel



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Modern Applied Data Analysis (MADA)

Last modified: 2024-05-06

Welcome to the Modern Applied Data Analysis (MADA) course website.

This website contains almost all the content of an online graduate level course taught by Andreas Handel at the University of Georgia. Most materials are hosted here, some are on external sites and either linked or embedded from here.

The course is currently not running. The website will likely receive none or only minor updates until the next time the course will be offered (tentatively spring 2025).

Website content

The General Information section provides a class Syllabus and a Schedule. The latter will likely be updated throughout the course, so check it regularly. The Communication page provides information on how course communications are planned to happen.

The majority of the content is listed under the Content heading. The content is split into modules. Each module contains several units. Go through them based on the instructions in the Schedule.

Each module comes with several assessments, which are tasks you are expected to do by the specified deadlines, and which are assessed/graded. You will find a general explanation and assignments for each module in the Assessments section.

The Project section provides instructions and detailed information for the semester-long data analysis project which is part of the course.

The Resources section contains a Course Resources document with listings of materials that are most relevant to the course. Some of this material will assigned as part of this course. You will be told what exactly to read or work through. The General Resources section lists other resources in case you might find them helpful. All materials are (should be) available freely online. The Glossary section provides brief definitions of terms used in this course.

Getting started

Start by looking over the documents in the General Information section, then the Resources section. After that, read the Assessments Overview document. Then start with the first Module content in the given order. You can read through the Project section early or wait until you have gone through the first few modules.


This course was developed and is maintained by Andreas Handel.

The following individuals have contributed to improving the course: Ian Bachli (@idbachli), Megan Beaudry (@MeganSarah), Zane Billings (@wzbillings), Amanda Blubaugh (@alblubaugh), Mia Carmichael (@mncarmic), Ellen Cheng (@ellenmonster), Paige Duffin (@paigeduffin), Robert Edenfield (@ClaytonEdenfield), Julia Frederick (@JuliaFrederick), Savannah Hammerton (@smhammerton), Megan Lott (@meganejlott), Yao Lu (@yl3362), Brian McKay (@bmckay), William Norfolk (@williamnorfolk), Trang Quach (@TrangQuach), Emily Rayens (@Rayense), Megan Robertson (@meganjro), Jadey Ryan (@jadeynryan), Amanda Skarlupka (@askarlupka), Jonathan Wilson (@JJWilson1991), Yang Zhang (@yz17970)

The course materials are licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. Linked and embedded materials are governed by their own licenses. I assume that all external materials used or embedded here are covered under the educational fair use policy. If this is not the case and any material displayed here violates copyright, please let me know and I will remove it.