United States Courses & Certifications

Differential Calculus

Master the derivative concept, computation methods, and real-world applications in this comprehensive exploration of differential calculus.

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

xSeries in Introduction to Mechanics

Dive into calculus-based physics covering kinematics, momentum, rotational dynamics, and simple harmonic motion - just like an MIT freshman.

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

Learning, Media, and Technology

Explore how digital technologies transform learning across all ages, from reading apps to MOOCs, through historical, policy, and design perspectives.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Introduction to Probability

Master probability theory fundamentals from MIT, covering random variables, Bayesian inference, statistical analysis, and Markov chains for data analysis applications.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

u.lab 1x：向未来学习 引领系统创变

探索U型理论框架，通过8周行动学习实验室培养系统变革领导力，连接个人、关系和系统三个维度，共同感知和塑造未来可能性。

• XuetangX
• Self-Paced
• Free Online Course

Quantum Physics I

Explore quantum mechanics fundamentals, including wave mechanics, Schrödinger's equation, and experimental basis. Delve into superposition, interaction-free measurements, scattering, and resonances through systematic treatment of key concepts.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities

Explore the "Semantic Hub Hypothesis" which proposes language models create shared representation spaces across languages and modalities, placing semantically similar inputs near each other regardless of their source type.

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

Automating the Search for Artificial Life with Foundation Models

Discover how foundation models can automate the search for artificial life across diverse simulation environments, revealing new lifeforms and quantifying previously qualitative phenomena in this cutting-edge MIT research.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Can Diffusion Model Disentangle? A Theoretical Perspective

Explore a theoretical framework for understanding how diffusion models learn disentangled representations, with identifiability conditions, training dynamics analysis, and experimental validation across diverse tasks and modalities.

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

GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models

Discover how GLOV uses large language models to automatically optimize prompts for vision-language models, reducing manual effort and improving performance across multiple tasks and architectures.

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

Advanced Fluid Mechanics 2: The Navier-Stokes Equations for Viscous Flows

Master the Navier-Stokes equations for viscous flows, analyzing pipe, channel, and Stokes flows while applying dimensional analysis and lubrication theory to solve industrial fluid problems.

• MITx Online
• 16 weeks, 8-12 hours/week
• Self-Paced
• Free Online Course

Towards AI-Assisted Video Editing - Generating Shorts from Long Videos

Explore AI-powered video editing techniques that automatically transform long videos into engaging short content using machine learning models and multimodal LLMs.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Becoming an Entrepreneur

Discover the business skills and startup mindset needed for entrepreneurship using MIT Launch tools, from identifying opportunities to pitching customers.

• MITx Online
• Self-Paced
• Free Online Course

Introduction to Biology - The Secret of Life

Explore life's building blocks connecting biochemistry, genetics, and molecular biology to human health through modern sequencing technologies and genomics applications.

• MITx Online
• Self-Paced
• Free Online Course

Music and Technology (Contemporary History and Aesthetics)

Explore the evolution of music technology from 19th century to today, covering electronic instruments, recording studios, synthesizers, computer music, and contemporary practices.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course