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
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 Closed 1.8
Applied Deep Learning Boot Camp NEW for 2019, Computer Science, Data Modeling and Analytics, Professional Certificate Program - Machine Learning & AI Nov 13 - Nov 14, 2019 2 Days Regina Barzilay, Tommi Jaakkola $2,500 Closed 1.3
Applied Deep Learning Boot Camp - January Session Computer Science, Data Modeling and Analytics, Professional Certificate Program - Machine Learning & AI Jan 15 - Jan 16, 2020 2 Days Regina Barzilay, Tommi Jaakkola $2,500 Wait List
Understanding and Predicting Technological Innovation: New Data and Theory Data Modeling and Analytics, Innovation, Professional Certificate Program - Innovation & Technology Jan 29 - Jan 31, 2020 3 Days Jessika Trancik $3,000 Open 2.0
Modeling and Optimization for Machine Learning Computer Science, Data Modeling and Analytics, Professional Certificate Program - Machine Learning & AI Jun 1 - Jun 5, 2020 5 Days Justin Solomon,
Suvrit Sra
$4,700 Open 2.9
Machine Learning for Big Data and Text Processing: Foundations Computer Science, Data Modeling and Analytics, Professional Certificate Program - Machine Learning & AI Jun 8 - Jun 9, 2020 2 Days Regina Barzilay,
Tommi Jaakkola,
Stefanie Jegelka
$2,500 Open 1.2
Machine Learning for Big Data and Text Processing: Advanced Computer Science, Data Modeling and Analytics, Professional Certificate Program - Machine Learning & AI Jun 10 - Jun 12, 2020 3 Days Regina Barzilay,
Tommi Jaakkola,
Stefanie Jegelka
$3,500 Open 1.8
Machine Learning for Healthcare Computer Science, Data Modeling and Analytics, Professional Certificate Program - Machine Learning & AI Jun 15 - Jun 16, 2020 2 Days David Sontag $2,500 Open 1.5
Discrete Choice Analysis: Predicting Individual Behavior and Market Demand Data Modeling and Analytics Jun 15 - Jun 19, 2020 5 Days Moshe Ben-Akiva $4,900 Open 2.8
People Analytics: Transforming Management with Behavioral Data Data Modeling and Analytics, Leadership & Communication Jul 6 - Jul 8, 2020 3 Days Alex Pentland,
Ben Waber
$3,500 Open 1.2
Designing Efficient Deep Learning Systems Computer Science, Data Modeling and Analytics Jul 20 - Jul 21, 2020 2 Days Vivienne Sze $2,500 Open 1.2
Foundations of Data and Models: Regression Analytics Data Modeling and Analytics, Professional Certificate Program - Machine Learning & AI Jul 20 - Jul 24, 2020 5 Days Frank Dale Morgan $4,500 Open 3.3
Design and Analysis of Experiments Data Modeling and Analytics Jul 20 - Jul 24, 2020 5 Days Paul Berger $4,300 Open 3.0
Transportation Networks and Smart Mobility: Methods and Solutions Data Modeling and Analytics Aug 3 - Aug 7, 2020 5 Days Moshe Ben-Akiva $3,600 Open 2.8