Medical Devices Courses

Nordic Semiconductor

How Cloud Helps Your IoT Devices to Get Location Data

Discover efficient cloud-based methods for IoT devices to quickly acquire accurate location data using GPS and cellular technologies, enhancing performance regardless of geographical position.

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

DroneBot Workshop

Control AC Devices with Arduino Safely - Relays and Solid State Switches

Safely control AC devices with Arduino using relays and solid-state switches. Learn about isolation, build a light-operated relay and a marquis-style light chaser, and explore IoT relay applications.

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

Meta

Performance Without Compromise in React.js - Achieving Speed on Low-Power Devices

Explore Netflix's approach to achieving high performance in React.js while maintaining declarative architecture, focusing on techniques for 60fps rendering on low-power devices.

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

tinyML

Software-Driven TinyML Hardware Co-Design for AI Power Smart Devices

Explore software-hardware co-design for efficient TinyML systems, focusing on processing-in-memory accelerators to reduce power consumption and enhance AI inference in smart devices.

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

tinyML

TinyML Auto ML Deep Dive: Streaming Analytics for Edge Devices

Explore streaming analytics for edge devices with Stream Analyze's platform. Learn to develop, deploy, and monitor edge AI solutions using real-time data processing and on-device intelligence.

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

tinyML

On-Device Learning Under 256KB Memory - Challenges and Solutions for IoT Devices

Explore on-device learning for IoT devices with limited memory. Learn techniques for efficient model adaptation, quantization-aware scaling, and sparse updates to enable continuous learning on tiny hardware.

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

tinyML

EON Tuner - AutoML for Constrained Devices in TinyML

Explore AutoML for constrained devices with EON Tuner, optimizing tinyML models through pre-processing, DSP, and ML combinations while considering device limitations and real-world performance.

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

tinyML

TinyM2Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices

Explore a flexible multimodal learning framework for tiny devices, featuring depth separable layers and mixed precision quantization, with applications in COVID detection and object recognition.

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

tinyML

tinyMAN - Lightweight Energy Manager Using Reinforcement Learning for Energy Harvesting Wearable IoT Devices

Explore reinforcement learning for energy management in IoT wearables, focusing on tinyMAN's lightweight approach to achieve energy-neutral operation in harvesting devices.

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

tinyML

Distributed On-Sensor Compute System for AR/VR Devices - A Semi-Analytical Simulation Framework

Explore a semi-analytical simulation framework for power estimation in distributed on-sensor compute systems for AR/VR devices, focusing on smart image sensors and workload partitioning.

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

tinyML

Application of Ultra-Low-Power and Resource-Constrained Devices to Improve Health Care Delivery in Resource-Constrained Communities

Explore tinyML applications in healthcare, focusing on resource-constrained communities. Learn how ultra-low-power devices can improve diagnosis, monitoring, and logistics in challenging environments.

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

tinyML

AI at the Edge - Enabling Vision for Low-Power Devices

Explore AI's shift to edge devices, focusing on building efficient computer vision algorithms for battery-powered devices. Learn about data collection, continuous learning, and optimization techniques.

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

tinyML

TinyML Talks - Speech-to-Intent Model Deployment to Low-Power Low-Footprint Devices

Explore techniques for training and deploying speech-to-intent models on low-power microcontrollers, enabling efficient voice control in resource-constrained devices.

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

The Center for Medical Education

Trauma Pearls from the Recent Medical Literature - The EM & Acute Care Course

Explore recent trauma literature, covering delayed head CT, coagulation, blood therapy, IV fluids, pain management, and emerging trends in emergency medicine. Enhance your acute care skills with evidence-based insights.

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

Kaspersky

IoT Security Nightmares - 20 Minutes, 10 Devices

Explore security vulnerabilities in IoT devices through live demonstrations, uncovering root access on routers, toys, and cameras. Learn about the importance of penetration testing and responsible disclosure.

• YouTube
• 17 minutes
• Self-Paced
• Conference Talk