Data mining master’s programs teach students how to discover patterns, relationships, and useful signals in large datasets. Strong programs usually combine statistics, machine learning, databases, data preparation, and computational methods rather than treating data mining as one isolated elective.
Our current inventory includes 20 master’s programs classified under data-mining. Use the table to compare degree type, location, delivery format, tuition, and program length. Each school name links to a full program profile.
Data Mining Master’s Programs
| School | Location | Degree | Format | Tuition | Length |
|---|---|---|---|---|---|
| Arizona State | Tempe, AZ | MS in Data Science with Bayesian Machine Learning | campus | $15,000 | 24 Months |
| Case Western Reserve University | Cleveland, OH | Master of Science in Data Science | campus | $71,520 | 2 years |
| Clark University MS in Applied Artificial Intelligence | Worcester, MA | MS in Applied Artificial Intelligence | Online or Campus | Est. $42,450 | 18 months |
| Clarkson University MS in Applied Data Science | Potsdam, NY | MS in Applied Data Science | Online or Campus | Est. $37,656 | 3 semesters |
| College of Charleston | Charleston, SC | M.S. in Data Science and Analytics | campus | $19,800 | 2 Years |
| East Texas A&M University | Commerce, TX | MS in Artificial Intelligence | Online or Campus | Est. $16,250 | 1.5–2 years |
| Fitchburg State University MS in Computer Science – Data Science | Fitchburg, MA | MS in Computer Science – Data Science | Online or Campus | Est. $11,451 | 2 years |
| Georgia Southern University MS in Computer Science – Machine Learning | Statesboro, GA | MS in Computer Science – Machine Learning | Online, Hybrid, or Campus | Est. $8,610 | |
| Georgia State University MSA in Data Science and Analytics – Big Data and Machine Learning | Atlanta, GA | MSA in Data Science and Analytics – Big Data and Machine Learning | Campus | $412 per credit | 3 semesters |
| Grand Valley State University MS in Artificial Intelligence | Grand Rapids, MI | MS in Artificial Intelligence | Online, Hybrid, or Campus | Est. $31,020 | |
| Mercer University MS in Data Science | Atlanta, GA | MS in Data Science | Online | Est. $26,316 | 18–24 months |
| Michigan State University MS in Data Science | East Lansing, MI | MS in Data Science | Campus | $39,000 | 4 semesters |
| Montana State University | Bozeman, MT | M.S. in Data Science | campus | $13,141 resident | 2 years |
| Northwestern University MS in Machine Learning and Data Science | Evanston, IL | MS in Machine Learning and Data Science | Campus | $23,662 per quarter | 15 months |
| SUNY New Paltz MS in Business Analytics | New Paltz, NY | MS in Business Analytics | Online or Campus | Est. $14,130 | 9 months |
| Texas Woman’s University | Denton, TX | MS in Data Science and Informatics | Online or Hybrid | Est. $9,690 resident | 18 months |
| The City College of New York MS in Data Science and Engineering | New York, NY | MS in Data Science and Engineering | Campus | Est. $14,100–$16,500 | 2 years |
| Tiffin University | Tiffin, OH | M.S. in Artificial Intelligence | Online or campus | $24,915 | 12 months |
| University of Rochester MS in Data Science | Rochester, NY | MS in Data Science | Campus | $71,488 | 2–3 semesters |
| University of Tennessee Knoxville | Knoxville, TN | MS in Computer Science with Data Mining & Machine Learning | campus | $28,500 | 2-3 Years |
What You Study in a Data Mining Master’s
Data mining focuses on finding useful patterns in structured and unstructured data. Coursework may cover classification, clustering, association rules, feature selection, anomaly detection, predictive modeling, database systems, and large-scale data processing.
Many programs place data mining inside a broader data science, artificial intelligence, or computer science curriculum. The strongest matches in this directory show repeated or required data mining study, not a single course that happens to use the term.
How Data Mining and Machine Learning Overlap
Data mining and machine learning share many methods, but they are not identical. Data mining often emphasizes discovering patterns and relationships in existing data, while machine learning places more emphasis on building models that learn from data and make predictions or decisions.
In practice, graduate programs often combine both areas. A student might use clustering to segment data, classification models to predict outcomes, and feature engineering to improve model performance. This overlap is why several programs in this directory carry both the data-mining and machine-learning classifications.
How to Compare Data Mining Programs
Start with the required curriculum. Look for more than one course in data mining, machine learning, analytics, databases, or large-scale data systems. A formal concentration or required sequence provides stronger evidence of depth than a long elective list.
Then compare cost, delivery format, and completion time. Some programs are built for full-time campus study, while others support working professionals through online or flexible formats. Also check whether the degree includes a thesis, capstone, practicum, or applied project using real datasets.
Who Is a Data Mining Master’s Best For?
A data mining-focused program can fit students who want careers in data science, analytics, fraud detection, customer modeling, business intelligence, recommendation systems, or applied machine learning. It is especially useful for students who enjoy finding structure in large datasets and turning those findings into practical decisions.
Students who want most of their graduate study devoted to neural networks, generative AI, computer vision, or language models may prefer a deep learning or artificial intelligence program instead.