TinyEngine Courses and Certifications

MIT HAN Lab

TinyEngine and Parallel Processing - EfficientML.ai Lecture 11

Explore TinyEngine and parallel processing for efficient machine learning on resource-constrained devices, enhancing ML model deployment and performance.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

MIT HAN Lab

TinyEngine and Parallel Processing - EfficientML.ai Lecture 11

Explore TinyEngine and parallel processing for efficient machine learning on resource-constrained devices, enhancing ML model deployment and performance.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

MIT HAN Lab

TinyEngine and Parallel Processing - Lecture 11

Explore TinyEngine and parallel processing techniques for efficient machine learning on resource-constrained devices, enhancing performance and reducing energy consumption.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

MIT HAN Lab

TinyEngine and Parallel Processing for Efficient Machine Learning - Lecture 11

Explore TinyEngine and parallel processing techniques for efficient machine learning on resource-constrained devices, enhancing performance and reducing energy consumption.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

MIT HAN Lab

TinyEngine - Efficient Training and Inference on Microcontrollers - Lecture 17

Explore TinyEngine library for efficient neural network training and inference on microcontrollers. Learn techniques to optimize deep learning for resource-constrained devices.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

MIT HAN Lab

TinyEngine - Efficient Training and Inference on Microcontrollers - Lecture 17

Explore TinyEngine library for efficient neural network training and inference on microcontrollers. Learn techniques to optimize deep learning for resource-constrained devices.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

MIT HAN Lab

TinyEngine: Transformer and LLM - Lecture 12

Dive into Transformer and LLM architectures, exploring their efficiency and applications in machine learning, guided by Prof. Song Han's expertise.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

MIT HAN Lab

TinyEngine: Transformer and Large Language Models - Lecture 12

Dive into Transformer and LLM architectures, exploring their applications and optimizations for efficient machine learning on resource-constrained devices.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

MIT HAN Lab

MCUNet: Tiny Neural Network Design for Microcontrollers - Lecture 11

Explore algorithm and system co-design for tiny neural network inference on microcontrollers, focusing on TinyML, TinyNAS, and TinyEngine for efficient deep learning applications.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

MIT HAN Lab

MCUNet: Tiny Neural Network Design for Microcontrollers - Lecture 11

Explore algorithm and system co-design for tiny neural network inference on microcontrollers, focusing on TinyML, TinyNAS, and TinyEngine for efficient deep learning applications.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video