PA

Certificates in AI
Online

Carnegie Mellon University

Online Graduate Certificate in Machine Learning & Data Science Found.

  • Pittsburgh
About This Program

This foundational program introduces the core principles of data science and machine learning for technically-savvy professionals.

Student Reviews
What You'll Learn

Students learn the data science process, including problem identification, exploratory analysis, and building predictive models using Python.

For detailed, official program information including specific curriculum, faculty, research opportunities, and application requirements:
Typical Curriculum Structure
The structure focuses on computing systems, analytics, and human-centered data science through rigorous, credit-bearing graduate coursework.
Typical Course Topics
1. Introduction to Machine Learning 2. Data Mining and Analysis 3. Statistical Methods for Data Science 4. Applied Linear Algebra for ML 5. Programming for Data Science 6. Neural Networks and Deep Learning Basics
Program Specializations:
Machine Learning
View the exact, up-to-date curriculum on the official program website
Typical Admissions Requirements
A bachelor's degree with a strong background in computer science, mathematics, probability, statistics, and programming skills is required. International applicants need TOEFL, IELTS, or Duolingo scores.
Academic Requirements (Typical)

β€’ Degree Required: Bachelor’s degree
β€’ GRE/GMAT: Not Required
β€’ TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)

Application Materials (Typical)

β€’ Statement of Purpose: Required
β€’ Letters of Recommendation: 2–3
β€’ Resume: Required
β€’ 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.

Career Opportunities in AI

Gain machine learning skills to advance as Machine Learning Engineer in Cross-Industry AI

Industry Data: The following salary and job data reflects typical industry trends for AI professionals, not specific to New York University. Individual outcomes vary based on skills, location, and experience.

Estimated Industry Salary
Machine Learning Engineer: $120,000 Data Scientist: $115,000
Total compensation (entry to mid-level)
AI Job Growth
35.0%
Projected 2024-2034 (BLS)
Common Career Paths:
1. Machine Learning Engineer 2. Data Scientist 3. AI/ML Analyst 4. Data Science Consultant
Top AI Employers (Industry-Wide):
Top employers include tech leaders like Google, Amazon, Microsoft, and Meta, as well as financial firms and research organizations leveraging AI and data science.
Program Details
Duration
  • 1 Year
Tuition
  • 25,452
Format
Online
Specializations
Machine Learning