NY

Master's in ML
Online

Columbia University in the City of New York | Online MS in Computer Science - Machine Learning

  • New York


About This Program

This online master’s track offers comprehensive training in machine learning techniques and their diverse applications across various industries like finance and bioinformatics.

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What You'll Learn
  • Implement supervised and unsupervised machine learning models for real-world data problems.
  • Design and train deep neural networks for tasks like image recognition and sequence modeling.
  • Apply natural language processing techniques to text analysis and generation.
  • Develop scalable AI algorithms and evaluate their performance using advanced metrics.
For detailed, official program information including specific curriculum, faculty, research opportunities, and application requirements:
Visit Official Program Website
Typical Curriculum Structure
Columbia University's Online MS in Computer Science - Machine Learning is a 30-credit, part-time graduate program focusing on machine learning foundations, deep learning, AI applications, and a capstone project.
Typical Course Topics
1. Machine Learning Foundations 2. Deep Learning 3. Natural Language Processing 4. Algorithms for Machine Learning 5. Bayesian Methods in Machine Learning 6. Machine Learning for Data Science
Program Specializations:
Machine Learning
AI Engineering / Applied AI
View the exact, up-to-date curriculum on the official program website
Typical Admissions Requirements
A bachelor's degree in computer science, engineering, or a related field with strong programming skills and coursework in linear algebra, probability, and algorithms is required, along with a minimum GPA of 3.0.
Academic Requirements (Typical)

• Degree Required: Bachelor’s degree
• GRE/GMAT: Optional
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)

Application Materials (Typical)

• Statement of Purpose: Required
• Letters of Recommendation: 3
• Resume: Required
• Transcripts: Official transcripts required

Application Timeline

Most programs have rolling admissions or deadlines in early winter for fall admission. Check the official program website for exact dates.

Check Application Deadlines
Career Opportunities in AI

Position as Machine Learning Engineer in Cross-Industry AI with neural networks expertise

Estimated Industry Salary
Machine Learning Engineer: $140,000
Total compensation (entry to mid-level)
AI Job Growth
36%
Projected 2024-2034 (BLS)
Common Career Paths:
1. Machine Learning Engineer 2. AI Research Scientist 3. Data Scientist 4. NLP Specialist
Top AI Employers (Industry-Wide):
Top employers include Google, Amazon, Microsoft, Meta, and AI research labs at major tech firms.
Explore AI Career Paths
Program Details
Duration
  • 2 Year
Tuition
$ 81,000
Format
Online
Specializations
Machine Learning
AI Engineering / Applied AI
Official Resources
Program Website
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