--- title: Ayyeka News & Insights | Tiny ML description: Tiny ML | All the latest news about Ayyeka and insights about the IoT ecosystem in our industries. image: https://www.ayyeka.com/hubfs/Ayyekas%20Blog%20Feature%20Image.png --- # Ayyeka Blog #### Read the latest and greatest from Ayyeka Filter by Tag Show All Artificial Intelligence Combined Sewer Overflow Corporate Critical infrastructure Cyber Attacks Cybersecurity Data utilization Digitalization Digitization EPA Edge Computing Edge Devices Energy Environment Flooding IIJA Infrastructure Investment Jobs Act Machine learning Smart Meter Smart Parking Smart infrastructure Solar Power Sustainability Tiny ML Wastewater Water stormwater ### Tiny ML [![Data utilization part 2 of 3](https://www.ayyeka.com/hs-fs/hubfs/Big%20Data%20on%20Multicolor%20Puzzle%20on%20White%20Background..jpeg?width=1000&height=1000&name=Big%20Data%20on%20Multicolor%20Puzzle%20on%20White%20Background..jpeg) ](https://www.ayyeka.com/blog/data-is-like-garbage) 2 min read #### [Data’s Like Garbage: How to Store It Right for Field Data Management](https://www.ayyeka.com/blog/data-is-like-garbage) ![Picture of Jacqueline L. Mulhern](https://www.ayyeka.com/hs-fs/hubfs/Jacqueline%20Mulhern%20Corporate%20Photo.png?width=30&name=Jacqueline%20Mulhern%20Corporate%20Photo.png) [Jacqueline L. Mulhern](https://www.ayyeka.com/blog/author/jacqueline-l-mulhern): 12/20/22 10:00 AM Digitalization of data is a process involving several steps. Executives who want to achieve the maximum benefit from their data collection processes... [Digitalization](https://www.ayyeka.com/blog/tag/digitalization) [Machine learning](https://www.ayyeka.com/blog/tag/machine-learning) [Tiny ML](https://www.ayyeka.com/blog/tag/tiny-ml) [Data utilization](https://www.ayyeka.com/blog/tag/data-utilization) [Read More](https://www.ayyeka.com/blog/data-is-like-garbage) [![Creating data for critical infrastructure is vital](https://www.ayyeka.com/hs-fs/hubfs/Big%20Data%20on%20Multicolor%20Puzzle%20on%20White%20Background..jpeg?width=1000&height=1000&name=Big%20Data%20on%20Multicolor%20Puzzle%20on%20White%20Background..jpeg) ](https://www.ayyeka.com/blog/without-data-just-opinion) 2 min read #### [Field Data Creation: Key to Enhancing Critical Infrastructure](https://www.ayyeka.com/blog/without-data-just-opinion) ![Picture of Jacqueline L. Mulhern](https://www.ayyeka.com/hs-fs/hubfs/Jacqueline%20Mulhern%20Corporate%20Photo.png?width=30&name=Jacqueline%20Mulhern%20Corporate%20Photo.png) [Jacqueline L. Mulhern](https://www.ayyeka.com/blog/author/jacqueline-l-mulhern): 12/13/22 10:00 AM Digitalization of data is a process involving several steps. Executives who want to achieve the maximum benefit from their data collection processes... [Digitalization](https://www.ayyeka.com/blog/tag/digitalization) [Machine learning](https://www.ayyeka.com/blog/tag/machine-learning) [Tiny ML](https://www.ayyeka.com/blog/tag/tiny-ml) [Data utilization](https://www.ayyeka.com/blog/tag/data-utilization) [Read More](https://www.ayyeka.com/blog/without-data-just-opinion) [![Smart City Parking Using Tiny Machine Learning Devices](https://www.ayyeka.com/hs-fs/hubfs/Canva%20images/Canva%20Design%20DAE-xWqadm4.png?width=2240&height=1260&name=Canva%20Design%20DAE-xWqadm4.png) ](https://www.ayyeka.com/blog/tiny-machine-learning-devices-a-nascent-technology-in-daily-life) 3 min read #### [Tiny Machine Learning Devices: A Nascent Technology In Daily Life](https://www.ayyeka.com/blog/tiny-machine-learning-devices-a-nascent-technology-in-daily-life) ![Picture of Yair Poleg](https://www.ayyeka.com/hs-fs/hubfs/Yair%20Poleg%20Picture%20April%202022.png?width=30&name=Yair%20Poleg%20Picture%20April%202022.png) [Yair Poleg](https://www.ayyeka.com/blog/author/yair-poleg): 4/25/22 10:00 AM This article was recently published by toolbox.com at this link A few years ago, machine learning (ML) was a ‘cloud only’ capability. This was due... [Machine learning](https://www.ayyeka.com/blog/tag/machine-learning) [Tiny ML](https://www.ayyeka.com/blog/tag/tiny-ml) [Smart Parking](https://www.ayyeka.com/blog/tag/smart-parking) [Read More](https://www.ayyeka.com/blog/tiny-machine-learning-devices-a-nascent-technology-in-daily-life) [![The future of machine learning](https://www.ayyeka.com/hs-fs/hubfs/MicrosoftTeams-image%20(35).png?width=1120&height=630&name=MicrosoftTeams-image%20(35).png) ](https://www.ayyeka.com/blog/what-are-the-challenges-to-embed-tinyml-in-edge-computing) 3 min read #### [Are Challenges in Embedding TinyML in Edge Devices Solvable?](https://www.ayyeka.com/blog/what-are-the-challenges-to-embed-tinyml-in-edge-computing) ![Picture of Jacqueline L. Mulhern](https://www.ayyeka.com/hs-fs/hubfs/Jacqueline%20Mulhern%20Corporate%20Photo.png?width=30&name=Jacqueline%20Mulhern%20Corporate%20Photo.png) [Jacqueline L. Mulhern](https://www.ayyeka.com/blog/author/jacqueline-l-mulhern): 4/19/22 4:27 AM Most machine-learning (ML) focuses on high-powered solutions in the cloud or medium-powered solutions at the edge. However, there is another way to... [Edge Devices](https://www.ayyeka.com/blog/tag/edge-devices) [Tiny ML](https://www.ayyeka.com/blog/tag/tiny-ml) [Read More](https://www.ayyeka.com/blog/what-are-the-challenges-to-embed-tinyml-in-edge-computing) 3 min read #### [Machine Learning Blazes Path for Sustainable Environmental Tech](https://www.ayyeka.com/blog/machine-learning-blazes-path-for-sustainable-environmental-tech-1) ![Picture of Jacqueline L. Mulhern](https://www.ayyeka.com/hs-fs/hubfs/Jacqueline%20Mulhern%20Corporate%20Photo.png?width=30&name=Jacqueline%20Mulhern%20Corporate%20Photo.png) [Jacqueline L. Mulhern](https://www.ayyeka.com/blog/author/jacqueline-l-mulhern): 4/11/22 10:15 AM A new field of Machine Learning called tinyML makes it possible to run Machine Learning models on tiny, battery-powered Internet of Things (IoT)... [Environment](https://www.ayyeka.com/blog/tag/environment) [Smart infrastructure](https://www.ayyeka.com/blog/tag/smart-infrastructure) [Tiny ML](https://www.ayyeka.com/blog/tag/tiny-ml) [Read More](https://www.ayyeka.com/blog/machine-learning-blazes-path-for-sustainable-environmental-tech-1)