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Top Seven Use Cases for Streaming IoT Applications in the Automotive Industry IoT networks in conjunction with machine learning are reshaping the automotive industry for manufacturers, drivers, and maintenance technicians alike. More than 250 million vehicles are already equipped with IoT, now sometimes called IoV – Internet of Vehicles. IoT sensors in factories detect parts […]

The Evolution of Distributed Messaging: From Point-to-Point to ML and AI Integration As the number of messages and computers that communicate in real-time grew exponentially, the systems needed to become more reliable, scalable, and persistent. The result – distributed messaging evolution is among the fastest ones in the world of technology. Ever since the idea […]

Why Machine Learning Initiatives Fail in Media Machine learning (ML) is a technological breakthrough that is changing the way we live.  Machine learning has many practical implications including the ability to help us to predict future outcomes, optimize and automate processes, make decisions, and generate content.  In most cases, machine learning algorithms can be optimized […]

Why ML Initiatives Fail in IoT The Internet of Things (IoT) is a concept of a computing network of physical objects (“things”) that are able to interact with each other or their environment. In general, it’s a group of physical equipment (sensors, actuators, devices, etc.) connected to a gateway directly or with negotiation via special […]

What is Adaptive ML (Online Machine Learning)?  Virtually every business relies on data to survive. Sales data gives you insights into your business’s performance. Customer data tells you more about your target audience and their behaviors. Marketing data helps you understand how to improve brand awareness and expand your reach. Competitor data, transaction data, financial […]

How Pandio’s Centralized and Decentralized Messaging Make IoT, AI, and ML Visions Reality When people think about internet of things (IoT) devices, they often think about the things that keep us connected—at home, at work, and in the car. For example, IoT devices like your thermostat, which allows you to adjust your temperature from an […]