United States Courses & Certifications

The Iterative Innovation Process

Discover the iterative innovation process and learn to develop your own innovative ideas by connecting markets, implementation, and technology.

• MITx Online
• 8 weeks, 4-6 hours/week
• Self-Paced
• Free Online Course

Thermodynamics of Materials

Master the principles of thermodynamics in materials science, exploring energy-disorder competition, phase diagrams, and equilibrium states to solve engineering problems and predict process outcomes.

• MITx Online
• 16 weeks, 9-12 hours a week
• Self-Paced
• Free Online Course

Tools for Academic Engagement in Public Policy

Gain insights into effective policy engagement for scientists and engineers, with practical tips for impacting public policy and connecting with key stakeholders.

• MITx Online
• 3 weeks, 2-3 hours a week
• Self-Paced
• Free Online Course

Transfer Functions and the Laplace Transform

Dive into the frequency domain and Laplace transform to understand mechanical and electrical systems, exploring transfer functions and system modeling with feedback loops.

• MITx Online
• Self-Paced
• Free Online Course

Recursive Reasoning with LLMs and VLMs

Explore the ThReaD framework for enhancing large language models' reasoning capabilities through recursive task decomposition, with applications for both text and video processing.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Reducing Hallucinations in LLMs via Decoding, Detection, and Citation

Explore three complementary approaches to reduce LLM hallucinations: DoLa for improved truthfulness, Lookback Lens for hallucination detection, and SelfCite for generating fine-grained citations.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Quantifying Generalization Complexity for Large Language Models

Explore SCYLLA, a framework that measures how well large language models generalize beyond training data by disentangling generalization from memorization across complexity levels, revealing insights about 28 popular LLMs.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Advanced Topics in Cryptography

Delve into advanced cryptographic proof systems, from interactive proofs to SNARGs, exploring their evolution and applications in modern computer science and security protocols.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Climate Action Hands-On: Harnessing Science with Communities to Cut Carbon

Discover how to leverage citizen science for climate action, focusing on methane leak detection and measurement while learning data collection methods to drive community-based environmental initiatives.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Compass: Exploring Value, Truth, and Knowledge

Explore philosophical frameworks for truth, knowledge, and values while developing critical thinking skills to evaluate information and make sound decisions.

• MITx Online
• 6 weeks, 3-4 hours/week
• Self-Paced
• Free Online Course

Innovations in Textile Engineering: Fibers, Yarns, Nonwovens, & More

Discover hierarchical design principles for fiber-based smart materials, textile manufacturing processes, and patent application crafting in this comprehensive engineering program.

• MITx Online
• 12 weeks, 5-7 hours a week
• Self-Paced
• Free Online Course

Redefining Context for Powerful Test-Time Adaptation Using Unlabeled Data

Explore advanced test-time adaptation techniques for foundation models, focusing on context-driven approaches to improve model performance across different domains using unlabeled data and inductive biases.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Analysis of Transport Phenomena

Master mathematical modeling techniques for transport phenomena, covering scaling, asymptotics, fluid mechanics, convection, and electrochemical transport in this graduate-level introduction.

• MITx Online
• 5 weeks, 10-12 hours/week
• Self-Paced
• Free Online Course

Data, Economics, and Design of Policy: International Development

Explore the economic and political dimensions of global poverty through data-driven approaches, preparing for career advancement or accelerated graduate studies at MIT.

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

Data, Economics, and Design of Policy: Public Policy

Gain insights into evaluating policy effectiveness using data and evidence, preparing for career advancement or accelerated graduate studies at MIT or other universities.

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