Data Modeling and Analysis

The power of data to transform your organization is only limited by your ability to understand and act on it. MIT Professional Education Short Programs offers a variety of courses on data modeling, analysis, and computational tools to empower individuals to make sense of and create value from their large data sets across a broad range of industries and disciplines.

Held on the MIT campus in Cambridge, Massachusetts and attended by professionals from around the world working in engineering, science, and technology, these courses are taught by renowned MIT faculty members, connecting you to the pulse of MIT.

The list of courses below can be searched by topic, or sorted by course title or date.

Course Topic Category Datesort descending Length Lead Instructors Fees Status CEUs
Discrete Choice Analysis: Predicting Demand and Market Shares Data Modeling and Analysis TBD 5 Days Moshe Ben-Akiva $4,700 Closed 2.8
People Analytics: Transforming Management with Behavioral Data Data Modeling and Analysis, Leadership & Communication TBD 3 Days Alex Pentland,
Ben Waber
$3,200 Closed 1.2
Designing Efficient Deep Learning Systems Computer Science, Data Modeling and Analysis TBD 2 Days Vivienne Sze $2,500 Closed 1.2
Data and Models: Regression Analytics Data Modeling and Analysis TBD 5 Days Frank Dale Morgan $3,850 Closed 3.0
Machine Learning for Healthcare Computer Science, Data Modeling and Analysis, Certificate Program - Machine Learning and AI TBD 2 Days David Sontag $2,500 Closed 1.3
Understanding and Predicting Technological Innovation: New Data and Theory Data Modeling and Analysis, Innovation, Certificate Program - Innovation and Technology TBD 5 Days Jessika Trancik $3,900 Closed 2.8
Design and Analysis of Experiments Data Modeling and Analysis TBD 5 Days Paul Berger $3,850 Closed 3.0
Foundations of Deep Learning Special Program, Computer Science, Data Modeling and Analysis TBD 1 Day Vivienne Sze $500 Open
Modeling and Simulation of Transportation Networks Data Modeling and Analysis TBD 5 Days Moshe Ben-Akiva $3,600 Closed 2.8
Modeling and Optimization for Machine Learning Computer Science, Data Modeling and Analysis TBD 5 Days Justin Solomon,
Suvrit Sra
$4,700 Closed 2.9
Designing Efficient Deep Learning Systems - Spring Session Computer Science, Data Modeling and Analysis, Certificate Program - Machine Learning and AI Mar 27 - Mar 28, 2019 2 Days Vivienne Sze $2,500 Open 1.2
Machine Learning for Big Data and Text Processing: Foundations Computer Science, Data Modeling and Analysis, Certificate Program - Machine Learning and AI Jun 17 - Jun 18, 2019 2 Days Regina Barzilay,
Tommi Jaakkola
$2,500 Closed 1.2
Advanced Machine Learning for Big Data and Text Processing Computer Science, Data Modeling and Analysis, Certificate Program - Machine Learning and AI Jun 19 - Jun 21, 2019 3 Days Regina Barzilay,
Tommi Jaakkola
$3,000 Registration opening soon 1.8