Dec 6, 2025 · 8 min read · Table of Contents Introduction A Quick Refresher on Bayesian Inference The Variational Inference Idea KL Divergence and the ELBO Where ELBO Shows Up in Practice Why Standard Variational Inference Fails with Outliers Robust Divergences: β and γ...
Join discussionFeb 19, 2025 · 2 min read · Introduction Ensuring the health and stability of applications running inside Docker containers is crucial for maintaining reliable services. In this blog, we will explore how Docker provides built-in mechanisms to monitor application health, handle ...
Join discussionAug 23, 2024 · 4 min read · If you are a software Engineer, you might have come accross this error "Object reference not set to an instance of an object". Then you might have asked what does this even mean? let's understand what this error means. For suppose check this below ps...
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Aug 14, 2024 · 8 min read · Managing forms in React applications can be complex, but React Hook Form simplifies it significantly. Combining it with TypeScript and JSON allows you to create highly robust and type-safe forms. This blog post will guide you through creating dynamic...
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Feb 9, 2024 · 2 min read · Software design is pivotal in defining a software system's architecture, ensuring it meets specific requirements through a detailed blueprint. This blueprint, consisting of design documents or diagrams, guides developers in crafting a final product t...
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Sep 2, 2023 · 7 min read · It took me more than 10 years to see that these 5 stages are what we need to build great software products.It took me another few years to simplify them into this easy-to-remember acronym of FEAR MOST. However, there is nothing to fear if you have a ...
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Jul 4, 2023 · 5 min read · When designing and building Web APIs, we should follow Postel's law to make our API more robust. Given the original definition, the law states that you must Be conservative in what you do, be liberal in what you accept from others But it is often r...
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Jun 21, 2023 · 5 min read · Introduction Microservices are modular components that can be deployed and managed independently, representing an extreme form of modularization. For example, a social media platform implementing microservices architecture can be divided into the fol...
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