ITAO at University of Notre Dame

Intro sequences

The shortest canonical route from each entry point to a gateway course.

• 1. ITAO 20210Foundations of Coding for Data and AI
  2. ITAO 30230Data Foundations for Computing and Analytics
• 1. ITAO 24210Coding Fundamentals with Python
  2. ITAO 30230Data Foundations for Computing and Analytics
• 1. ITAO 20200Statistical Inference in Business
  2. ECON 30331Econometrics
• 1. ITAO 24201Statistical Inference in Business
  2. ACMS 20220Scientific Computing with Python
  3. ITAO 30230Data Foundations for Computing and Analytics

Gateway courses

Each of these unlocks the largest share of downstream work on this map. Courses from other departments can appear here when they genuinely gate ITAO coursework.

• ACMS 30540Statistics Aopens 17 courses (1.9 directly)
• ACMS 30600Statistical Methods & Data Analysis Iopens 17 courses (1.9 directly)
• MATH 30540Mathematical Statisticsopens 17 courses (1.9 directly)
• ECON 30331Econometricsopens 16 courses (1.8 directly)
• ITAO 30230Data Foundations for Computing and Analyticsopens 12 courses (5.5 directly)
• ITAO 30220Predictive Analyticsopens 5 courses (1.7 directly)

The map

Intro tiers at the top, advanced work below; arrows point from a prerequisite to the course it unlocks. Courses from other departments appear where they gate ITAO work. Click any course to see what it requires and unlocks without leaving this page; hovering lights up its neighbors. The lists on this page carry the same courses in text form.

Showing the 57 ITAO and feeder courses that have prerequisite links. 42 more ITAO courses have no recorded prerequisites. They are listed under Tracks below, not drawn as loose dots here.

Tracks

Upper-level clusters, grouped by the gateway that opens them.

The longest ladders

The deepest prerequisite chains in ITAO. These are the routes that take the most semesters to climb.

• 6 courses deep, ending at ITAO 40530

  1. ACMS 30530Introduction to Probability
  2. ACMS 30540Statistics A
  3. ECON 30331Econometrics
  4. ITAO 30220Predictive Analytics
  5. ITAO 40250Unstructured Data Analytics
  6. ITAO 40530Human Performance Analytics

• 5 courses deep, ending at ITAO 30150

  1. ACMS 30530Introduction to Probability
  2. ACMS 30540Statistics A
  3. ECON 30331Econometrics

• 3 courses deep, ending at ITAO 30630

  1. ACMS 20220Scientific Computing with Python
  2. ITAO 30230Data Foundations for Computing and Analytics
  3. ITAO 30630Systems Analysis and Design

• 3 courses deep, ending at ITAO 40540

  1. ACMS 20220Scientific Computing with Python
  2. ITAO 40230Python for Business Analytics and AI
  3. ITAO 40540Survey of Software Engineering with Python

Grade medians

Professors

No section schedule with instructor names for ITAO yet.

Clubs & organizations

No clubs or organizations on record under ITAO yet.

Clubs students here join

Department events

ITAO does not run a page here yet. When it does, its events show up here and on the Notre Dame campus feed.