Data Modeling & Analytics

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
Designing Tomorrow's Cities Computer Science, Data Modeling and Analytics, Energy & Sustainability TBD 3 Days Carlo Ratti,
Ricardo Alvarez
$3,600 Closed 1.8
Designing Efficient Deep Learning Systems - Spring Session Computer Science, Data Modeling and Analytics, Professional Certificate Program - Machine Learning & AI Mar 27 - Mar 28, 2019 2 Days Vivienne Sze $2,500 Closed 1.2
Discrete Choice Analysis: Predicting Individual Behavior and Market Demand Data Modeling and Analytics Jun 10 - Jun 14, 2019 5 Days Moshe Ben-Akiva $4,900 Closed 2.8
Machine Learning for Big Data and Text Processing: Foundations Computer Science, Data Modeling and Analytics, Professional Certificate Program - Machine Learning & AI Jun 17 - Jun 18, 2019 2 Days Regina Barzilay,
Tommi Jaakkola,
Stefanie Jegelka
$2,500 Closed 1.2
Advanced Machine Learning for Big Data and Text Processing Computer Science, Data Modeling and Analytics, Professional Certificate Program - Machine Learning & AI Jun 19 - Jun 21, 2019 3 Days Regina Barzilay,
Tommi Jaakkola,
Stefanie Jegelka
$3,500 Closed 1.8
People Analytics: Transforming Management with Behavioral Data Data Modeling and Analytics, Leadership & Communication Jun 24 - Jun 26, 2019 3 Days Alex Pentland,
Ben Waber
$3,500 Closed 1.2
Machine Learning for Healthcare Computer Science, Data Modeling and Analytics, Professional Certificate Program - Machine Learning & AI Jun 24 - Jun 25, 2019 2 Days David Sontag $2,500 Closed 1.5
Data and Models: Regression Analytics Data Modeling and Analytics Jul 8 - Jul 12, 2019 5 Days Frank Dale Morgan $4,300 Closed 3.3
Modeling and Optimization for Machine Learning Computer Science, Data Modeling and Analytics, Professional Certificate Program - Machine Learning & AI Jul 15 - Jul 19, 2019 5 Days Justin Solomon,
Suvrit Sra
$4,700 Closed 2.9
Designing Efficient Deep Learning Systems Computer Science, Data Modeling and Analytics Jul 22 - Jul 23, 2019 2 Days Vivienne Sze $2,500 Closed 1.2
Design and Analysis of Experiments Data Modeling and Analytics Jul 29 - Aug 2, 2019 5 Days Paul Berger $4,300 Closed 3.0
Transportation Networks and Smart Mobility: Methods and Solutions Data Modeling and Analytics Aug 5 - Aug 9, 2019 5 Days Moshe Ben-Akiva $3,600 Closing soon 2.8
Advanced Machine Learning for Big Data and Text Processing - Fall Session Computer Science, Data Modeling and Analytics, Professional Certificate Program - Machine Learning & AI Nov 6 - Nov 8, 2019 3 Days Regina Barzilay,
Tommi Jaakkola
$3,500 Open 1.8
Understanding and Predicting Technological Innovation: New Data and Theory Data Modeling and Analytics, Innovation Jan 29 - Jan 31, 2020 3 Days Jessika Trancik $3,000 Open