Energy Harvesting Courses and Certifications

tinyML

Machine Learning Without Batteries - The Case for Light-Powered TinyML

Explore light-powered tinyML for batteryless smart sensors, covering design methodology, gesture detection, and implications for IoT. Learn about energy harvesting and sustainable machine learning solutions.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Paul G. Allen School

Systems & Networks Seminar - Enabling Low-Power Communication for IoT Devices

Explore innovative low-power wireless connectivity for IoT devices using backscatter communication, enabling efficient data transmission by reflecting existing WiFi, Bluetooth, and ZigBee signals.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

The Cyber Academy

Motion Spy - Vibration Energy Harvesting Sensor

Explore vibration energy harvesting sensors with Dr. Abadi, focusing on Motion Spy technology and its applications in sustainable energy solutions.

• YouTube
• 23 minutes
• On-Demand
• Free Video

An Introduction to Energy Harvesting Technology

Gain hands-on experience in harnessing wasted energy and converting it into useful power sources through innovative technologies.

• FutureLearn
• 4 weeks, 4 hours a week
• On-Demand
• Free Online Course (Audit)

Association for Computing Machinery (ACM)

Power over Skin - Full Body Wearables Powered by Intra Body RF Energy

Explore groundbreaking research on powering full-body wearable devices using intra-body RF energy transmission, advancing the future of wearable technology.

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

Electrodynamics: An Introduction

614 ratings at Coursera

Explore electromagnetism's foundations, from vector calculus to electrostatics, bridging theory and practical applications in energy storage and materials science.

• Coursera
• 12 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

Energy Harvesting

39 ratings at Coursera

Explore energy harvesting technologies to convert discarded energy into usable electricity, eliminating battery replacements for low-power devices in remote locations.

• Coursera
• 10 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

Nano-Device for Energy Harvesting and Sensing

Learn about the field of nanotechnology with a special emphasis on nanomaterials synthesis, characterizations and their applications in civil and environmental engineering.

• edX
• 5 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

NPTEL;  IISc Bangalore

Design for Internet of Things

Explore IoT applications, power management, protocols, and microcontroller selection. Learn about MQTT, RFID, BLE security, and LPWAN technologies. Includes practical case studies for hands-on experience.

• YouTube
• 1 day 4 hours
• On-Demand
• Free Video

IIT Roorkee;  NPTEL

Selection of Nanomaterials for Energy Harvesting and Storage Application

Explore nanomaterial selection for energy harvesting and storage, covering solar, hydrogen, nanogenerators, and various storage techniques. Learn key challenges and solutions in this interdisciplinary field.

• Swayam
• 4 weeks
• On-Demand
• Free Online Course

IIT Kharagpur;  NPTEL

Embedded Sensing, Actuation and Interfacing Systems

Develop practical skills to integrate sensing and actuation units with embedded controllers, building modern cyber-physical systems for diverse applications across industries.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IIT Kharagpur;  NPTEL

Elementary Thermodynamics for All

Comprehensive exploration of thermodynamics principles, from basic concepts to advanced applications in chemical systems, emphasizing energy harvesting and machine efficiency.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

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
• On-Demand
• Free Video

tinyML

A Battery-Free Long-Range Wireless Smart Camera for Face Detection

Explore battery-free wireless smart cameras for face detection using edge AI and low-power microcontrollers. Learn about energy harvesting, tiny ML algorithms, and novel hardware architectures for IoT devices.

• YouTube
• 21 minutes
• On-Demand
• Free Video

USENIX

Immortal Threads - Multithreaded Event-driven Intermittent Computing on Ultra-Low-Power Microcontrollers

Explore a novel programming model for intermittent computing on ultra-low-power microcontrollers, enabling efficient multithreaded processing and event handling with minimal progress loss during power failures.

• YouTube
• 15 minutes
• On-Demand
• Conference Talk