Overview

The M.Sc. in Machine Learning at Columbia University provides students with a comprehensive foundation in the algorithms and mathematical models used to develop intelligent systems. This advanced degree is tailored for individuals aiming to master the technical complexities of data-driven prediction and automated decision-making across various industries. Students engage with a curriculum that balances theoretical depth with practical applications in modern computing environments.

Why Machine Learning at Columbia University?

Studying at this institution offers access to a premier Department of Computer Science known for its pioneering research and academic excellence. The programme is situated within a vibrant research ecosystem, allowing students to explore diverse applications in fields such as bioinformatics, finance, and robotics. With a focus on pushing the frontiers of knowledge, the university provides a collaborative environment where students can interact with world-class faculty and utilise extensive computing research facilities.

Tuition Fee Breakdown

International fee: USD 64800 per year
National fee: USD 64800 per year
Local fee: USD 64800 per year

Visit the Fees and Funding section for a breakdown in your local currency.

Syllabus

Modules may include:

Computational Learning Theory
Machine Learning
Neural Networks & Deep Learning
Computer Vision
Machine Learning Theory
Unsupervised Learning
Causal Inference
Natural Language Processing
Computational Aspects of Robotics

Careers with Machine Learning

Graduates are prepared for high-impact roles in a variety of expanding sectors where data analysis is critical. The skills acquired during the programme are highly sought after in industries such as finance for fraud detection and algorithmic trading, as well as in information retrieval and intelligent systems development. Alumni often find success in specialised areas including bioinformatics, perception, and large-scale data science, taking on roles that involve designing and implementing complex machine learning solutions for global organisations.

Programme Structure

Courses include:

Computational Learning Theory
Machine Learning
Machine Learning for Data Science
Advanced Machine Learning
Neural Networks Deep Learning
Machine Learning Theory
Natural Language Processing

Key information

Duration

Full-time
- 12 months

Start dates & application deadlines

Starting 2027-01-19 00:00:00
- Apply before 2026-10-15 00:00:00
Starting 2027-09-08 00:00:00
- Apply before 2027-02-15 00:00:00

Language

English

TOEFL^® IBT

100

Schedule TOEFL®

Credits

30 SCH

Delivered

On Campus

Campus Location

Manhattan, United States

Disciplines

Machine Learning View 104 other Masters in Machine Learning in United States

This information is based on LinkedIn alumni data for graduates from 2018 to 2024 and may not fully represent all career outcomes

Total alumni

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Academic requirements

We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.

English requirements

TOEFL^® IBT

100

Schedule TOEFL®

Other requirements

General requirements

Transcript
Personal Statement
Recommendation Letter
Financial Support Document

Tuition Fees

Tuition fees are shown in and the most likely applicable fee is shown based on your nationality.

International Applies to you

Applies to you

Non-residents

64800 USD / year

≈ 64800 USD / year
Out-of-State

64800 USD / year

≈ 64800 USD / year
Domestic

Applies to you

In-State

64800 USD / year

≈ 64800 USD / year

Living costs

Manhattan

United States

2638 - 5751 USD / month

The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.

Financing

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Funding

Win a €10000 Scholarship! Deadline: 30 June 2020

Embark on your journey with the Studyportals Scholarship! We're giving away a total of 20,000 euros to help you achieve your dream of studying abroad.

Win a €10000 Scholarship! Deadline: 30 June 2020

Embark on your journey with the Studyportals Scholarship! We're giving away a total of 20,000 euros to help you achieve your dream of studying abroad.

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Scholarships Information

Below you will find Master's scholarship opportunities for Machine Learning.

Available Scholarships

You are eligible to apply for these scholarships but a selection process will still be applied by the provider.

Machine Learning

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