Google Cloud IoT core

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Cloud IoT Core is a fully managed service. This ensures that you don’t need to do autoscaling, replication configuration, database partitioning, or pre-provisioning of resources. One or millions of devices can be connected and Cloud IoT Core can scale to suit your needs. Cloud IoT combines the highest security level of the MQTT protocol (TLS … Read more

IoT – Communicating with Devices

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MQTT is an industry-standard IoT (Message Queue Telemetry Transport) protocol. It is a communication protocol for publish/subscribe (pub/sub). The model for publish/subscribe is event-driven. Signals are pushed to customers who subscribe to the subject. The Broker is the contact point. Clients are sending messages to the broker and the broker is getting messages out to … Read more

IoT – Sensors and devices

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A sensor is a module that is sensitive to changes in its environment and sends information to a device about those changes. Devices collect sensor data and forward it to the cloud. Devices can be quite small, and have very few computing, storage, and so on resources. They could only communicate via networks that can … Read more

The Internet of Things IoT

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The Internet of Things, or “IoT” for simple, is about expanding the power of the Internet to a whole range of other devices, systems, and environments beyond computers and smartphones. The amount of support IoT receives is exponentially increasing. In reality, it was not until 1999 that the word “Internet of Things” was invented. Since … Read more

Machine Learning on Unstructured Datasets

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Machine Learning models on GCP have helped many companies to make a breakthrough in their industries.  The secret to takeaway is that ML can automate activities that can save a human team or support them. The new models have also outperformed humans in some domains recently. More than just binary classification tools, the picture classification … Read more

Challenges facing modern data pipelines

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Introduction Software engineers have a central responsibility for building efficient, scalable, and secure pipelines. Data may come in from all various data sources inside modern organizations. Message-oriented architectures with Cloud Pub/Sub The first part of the pipeline puzzle that manages vast amounts of streaming data that do not come from a single organized database. Alternatively, … Read more

Compute Power for Analytic and ML Workloads

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Google trains its output machine learning models on its large data center network and then deploys smaller trained versions of these models to your phone’s hardware for video predictions for example. You can use pre-trained AI building blocks to exploit Google’s AI work. For example, if you’re a film trailer producer and want to quickly … Read more

Apache MySQL PHP PHPMyAdmin Containerized with Docker

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Dockerize lamp
PHP / Apache / MySQL stack has a dominant market share on internet content management systems and web applications, and with so many developers using these technologies, there is a great deal of interest in modernizing the way they use them from local development through to production. Today we’ll look at several ways to containerize and … Read more

Fixed Income and Bond Markets

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An asset is an economic-value resource owned or controlled by an individual, corporation, or country with the expectation that it will deliver a future benefit. Assets are listed on the balance sheet of a company and are acquired or produced to increase the value of a company or to support the operations of that company. … Read more