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Why You Should Use Vectorization Instead of Loops in Python?

I've often come across scenarios where efficiency and speed are of the essence, especially when dealing with large datasets or complex numerical computations. One technique that consistently proves its worth in such situations is vectorization. I'll explain why vectorization should be your go-to approach over traditional loops in Python, especially when dealing with array operations. …

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In-Memory Caching vs. In-Memory Data Store

In-memory caching and in-memory data storage are both techniques used to improve the performance of applications by storing frequently accessed data in memory. However, they differ in their approach and purpose. What is In-Memory Caching? In-memory caching is a method where data is temporarily stored in the system's primary memory (RAM). This approach significantly reduces …

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How to Test the Accuracy, Risks, and Reliability of LLMs with Deepchecks?

As large language models (LLMs) grow more capable with billions of parameters, validating their responsible behaviour throughout training, testing and deployment lifecycles becomes too complex and essential. The accuracy of a language model refers to how well it's able to generate relevant, factually correct, and coherent text. While Pre-deployment testing tends to focus narrowly on …

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Google Messages Magic Composer launches internationally: report

At I/O 2023, Google announced a feature called ‘Magic Composer’ for its Messages app. The tech giant released the functionality this past May, but only in the United States. Now, it’s launching internationally. Magic Composer appears to the left of the attached media icon. After tapping the icon, you’ll see suggestions below the text field …

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Google Play Lawsuit Gets Google to Pay $700M, Change Play Store

Back in September, Google settled a class action lawsuit brought by state attorneys general over the idea that Google had violated antitrust rules, possibly by overcharging customers. The lawsuit was essentially targeted at Google Play and the monopoly Google has over the Android app ecosystem. This week, Google and the attorneys general announced details of …

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