Data Management Courses

Career Certificate

Supply Chain Management

Earn a MicroMasters credential from MIT’s #1 ranked Supply Chain Management Program to advance your career.

• edX
• 70 weeks, 3-12 hours a week
• Self-Paced
• $1,524.00
• 6 courses

MITx MicroMasters® Program in Supply Chain Management

Build a technical and conceptual foundation for solving complex global supply chain challenges through analytics, design, dynamics, technology, and systems.

• MITx Online
• Self-Paced
• Free Online Course

Data Analysis for Social Scientists

Learn probability, estimation, hypothesis testing, regression, instrumental variables, randomized experiments, and data visualization in R to answer social, economic, and policy questions.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Mathematics of Big Data and Machine Learning

Learn D4M, a signal-processing approach that combines graph algorithms, linear algebra, and databases for big-data and machine-learning problems.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Data, Economics, and Design of Policy: International Development

Examine global poverty through microeconomics, randomized evaluations, data analysis for social scientists, foundations of development policy, and political economy of economic development.

• MITx Online
• 48 weeks, 12-14 hours/week
• Self-Paced
• Free Online Course

Data, Economics, and Design of Policy: Public Policy

Evaluate the effectiveness of policies with data and evidence, covering microeconomic theory, randomized evaluations, data analysis for social scientists, energy economics, and applied economics.

• MITx Online
• 48 weeks, 12-14 hours/week
• Self-Paced
• Free Online Course

Computational Data Science in Physics I

Analyze LIGO data to detect a gravitational wave signal and fit it to a physical model using Fourier analysis, matched filtering, and data fitting in Jupyter notebooks.

• MITx Online
• 6 weeks, 10-15 hours/week
• Self-Paced
• Free Online Course

Computational Data Science in Physics II

Apply computational methods to physics research: hypothesis testing with f- and t-tests, likelihood ratios, splines, and deep learning to analyze LHC data for W and Z boson properties.

• MITx Online
• 7 weeks, 10-15 hours/week
• Self-Paced
• Free Online Course

Computational Data Science in Physics III

Simulate physics processes: solve numerical differential equations, run Monte Carlo and finite element simulations, and apply physics-informed machine learning to lattice models like the Ising model.

• MITx Online
• 7 weeks, 10-15 hours/week
• Self-Paced
• Free Online Course

Data Analysis for Social Scientists

Learn to analyze social, economic, and policy data in R: probability and distributions, estimation and hypothesis testing, causal inference from randomized experiments, regression, and instrumental variables.

• MITx Online
• 14 weeks, 12-14 hours/week
• Self-Paced
• Free Online Course

Career Certificate

Statistics and Data Science (General Track)

Master the skills needed to become an informed and effective practitioner of data science who adds value to your organization across industries.

• edX
• 68 weeks, 10-15 hours a week
• Self-Paced
• $1,350.00
• 5 courses

Career Certificate

Statistics and Data Science (Methods Track)

Master different data science methods such as time series analysis and machine learning that will enable you to conduct rigorous analysis, inform decision-making processes, and contribute to evidence

• edX
• 66 weeks, 10-14 hours a week
• Self-Paced
• $1,350.00
• 5 courses

Career Certificate

Statistics and Data Science (Social Sciences Track)

Master the skills needed to extract meaningful insights from social, cultural, economic, and policy-related data and equip you to tackle complex real-world problems and contribute to cutting-edge adva

• edX
• 56 weeks, 10-14 hours a week
• Self-Paced
• $1,350.00
• 5 courses

Career Certificate

Statistics and Data Science (Time Series and Social Sciences Track)

Master the skills needed to analyze the impact of interventions on time series data and their application roles where understanding temporal dynamics is crucial for informed decision-making and policy

• edX
• 53 weeks, 10-14 hours a week
• Self-Paced
• $1,350.00
• 5 courses

Collaborative Data Science for Healthcare

Apply data science, data mining, and machine learning to electronic health records and routinely collected patient-care data.

• MITx Online
• Self-Paced
• Free Online Course