Last updated: 2022-04-18 09:16:12

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.

When the course is running, some material might not be visible and will be unlocked as the course proceeds. The course ran last in fall 2021. At this point, all materials are online and will remain so with likely only small updates happening on an ongoing basis and larger updates expected once the course runs again.

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 Assessments explains how the different assignments and assessments for the course work.

The majority of the content is listed under the Modules heading. Each module has several units in a drop-down/pop-out menu. Go through them based on the instructions in the Schedule. Each module ends with a document listing the assessments that go with the module.

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 section 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 in the modules documents. 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.

Note that by default, all links open in the current tab. You’ll likely want external ones to open in a separate tab or window. To do so, you can (with most browsers) hold the Ctrl button when clicking, or do a right-click and select open in new tab/window.

Getting started

Start by looking over the documents in the General Information section, then the Resources section. After that, 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.

Acknowledgements

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), Megan Lott (@meganejlott), Brian McKay (@bmckay), William Norfolk (@williamnorfolk), Trang Quach (@TrangQuach), Emily Rayens (@Rayense), Megan Robertson (@meganjro), 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.