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Stream Processing with Python, Kafka & Faust

Towards Data Science

How to Stream and Apply Real-Time Prediction Models on High-Throughput Time-Series Data Photo by JJ Ying on Unsplash Most of the stream processing libraries are not python friendly while the majority of machine learning and data mining libraries are python based. This design enables the re-reading of old messages.

Kafka 78
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Utility Computing vs Cloud Computing: Which One to Choose

Knowledge Hut

Utility computing and cloud computing are two terms often used in the realm of technology and computing. Utility computing refers to the concept of providing computing resources as a utility, similar to other public services like electricity or water. Offers a range of services over the internet.

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How to Plan & Utilize 4 hours of PMP Exam + Preparation Tips

Knowledge Hut

How to Plan and Utilize 4 hours of PMP Exams You should thoughtfully plan for the 4 hours of the PMP Exam Preparation; if you are a new test taker, you must be saying, man is this a joke, there are 4 hours, and I have to complete 200 questions, very simple!! Getting a PMP certification aids candidates in bagging a coveted job title.

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Last Mile Data Processing with Ray

Pinterest Engineering

Behind the scenes, hundreds of ML engineers iteratively improve a wide range of recommendation engines that power Pinterest, processing petabytes of data and training thousands of models using hundreds of GPUs. It often requires a long process that touches many languages and frameworks. As model architecture building blocks (e.g.

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Booting in Operating System: Definition, Types and Process

Knowledge Hut

Every computer has a boot process. The process of booting involves turning on a computer. A computer's operating system is launched during the booting process when it is turned on. The hardware is tested, and then the booting process of the operating system continues to load the operating system.

Systems 52
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Product Development Process: The 7 Stages Explained (with examples)

Knowledge Hut

The product development process is just as vital as product management; both seem similar but have subtle variances. Product development focuses on the creation of a product, whereas The entire process is overseen by product management. What Is the Product Development Process? It involves seven product development process steps.

Process 98
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The Stream Processing Model Behind Google Cloud Dataflow

Towards Data Science

Balancing correctness, latency, and cost in unbounded data processing Image created by the author. Intro Google Dataflow is a fully managed data processing service that provides serverless unified stream and batch data processing. It is the first choice Google would recommend when dealing with a stream processing workload.