Columbia University, an Ivy League institution, is the first to offer a Master’s program in Learning Analytics (LA). With the GRE requirement waived, this emerging STEM program for international students has quietly gained popularity—how did it manage to do that? What exactly is the LA program at Columbia? What does the curriculum entail? What are the career prospects? And what are the specific application requirements? Let’s break it down below.
About Columbia University

Founded in 1754 in New York, Columbia University is one of the oldest private universities. It comprises 21 schools. In the 2021 U.S.News rankings, Columbia was ranked third nationally and sixth globally. In addition to its excellent rankings, Columbia boasts an outstanding geographic advantage. New York offers convenient transportation, a convenient lifestyle, and relatively abundant job and career opportunities. Compared to other Ivy League schools with less favorable locations, Columbia provides graduates with a richer extracurricular life and a more professional academic environment.
Master of Science in Learning Analytics
Master of Science Programs in Learning Analytics
Columbia LA Program Introduction
The Master of Science in Learning Analytics (LA) is housed in the Teachers College (ranked 8th nationally in education by U.S.News 2023). It admits students in the fall, spans three semesters, and has a duration of 1.5 years. The LA program aims to analyze student learning behaviors and abilities through educational big data, helping students achieve more personalized learning experiences.

Students will use quantitative methods from computer science, statistics, and cognitive science to make data-driven educational decisions. The program requires 32 credits, covering courses in educational theory, big data, statistics, machine learning, artificial intelligence, and more. Currently, many universities offer programs combining big data with fields like health analytics and environmental analytics, reflecting the growing demand for big data analytical talent across various industries.
Columbia LA Program Advantages:
The Learning Analytics (LA) master's is a STEM-designated program and the first LA program of its kind. It features small class sizes, and in the third semester, students undertake a capstone project (equivalent to an internship), with specific topics determined by the assigned company.
The program accepts students from diverse backgrounds—finance, media, computer science, and more are all welcome. While this is a relatively new field, big data and artificial intelligence represent the direction of future global development. Demand will only grow, making it a promising field for employment and career growth.
Who Is the Columbia LA Program For?
· Students who wish to pursue careers in education or data analysis
· Students looking to work in edtech companies, startups, think tanks, and government data units
· Students hoping to experience Ivy League life and leverage the school platform to build Ivy League networks
· Students with undergraduate degrees in pure mathematics or education who lack a specific graduate study direction
Career Directions and Development for Columbia LA Graduates
The program is tailored for careers in edtech companies, startups, educational assessment, educational think tanks, and data units within city, state, and federal education departments.
Graduates can expect to find desirable full-time positions in these sectors.
Columbia LA Application Timeline and Requirements
Application Timeline:
For Fall 2022 admission: Priority deadline: January 15
Application Requirements:
Online application form, resume, personal statement, official transcripts from all post-secondary institutions, two letters of recommendation, $65 application fee; international students must submit valid TOEFL or IELTS scores (minimum 7.0)
For more details, visit the Columbia program website:
https://www.tc.columbia.edu/human-development/learning-analytics/
Below is an offer letter for the Columbia LA program~

If you are interested in applying to the Columbia LA program for graduate studies, scan the QR code below to start a one-on-one consultation for studying abroad~
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