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28 Dec

Part 16: Building Your Own AI – Building an End-to- End AI Project: A Case Study

stp2y0 CommentsNewsai, coding, community, development, engineering, inclusive, learning, machinelearning, programming, software

Author: Trix Cyrus [Try My], Waymap Pentesting tool: Click Here[Follow] TrixSec Github: Click Here[Join] TrixSec Telegram: Click Here Bringing an AI project to life involves integrating multiple concepts into a seamless pipeline. In this final article, we’ll guide you through the process of building an end-to-end AI project. Whether it’s a recommendation system, a chatbot, or an image classifier, you’ll learn the key steps: gathering data, training a model, evaluating it, and deploying it. This case study will consolidate your knowledge into a complete application that showcases your skills. 1. Defining the Project Choose a Real-World Problem The first step…

28 Dec

With Spring can I make an optional path variable?

stp2y0 CommentsNewscoding, community, development, engineering, inclusive, interview, java, pathvariable, software, springboot

Yes, you can make a path variable optional in Spring by using @PathVariable with the required attribute set to false. However, for this to work, you also need to provide a default value or handle the absence of the variable in your logic. Here are a few ways to handle optional path variables: 1. Using Default Path Without Variable Define two endpoints: one with the variable and one without. @RestController @RequestMapping("/example") public class ExampleController { @GetMapping public String handleWithoutPathVariable() { return "No path variable provided"; } @GetMapping("/{id}") public String handleWithPathVariable(@PathVariable String id) { return "Path variable: " + id; }…

28 Dec

How to Deploy a Web App with CI/CD Pipelines on Azure App Service

stp2y0 CommentsNewscoding, community, development, devops, engineering, github, inclusive, php, software, webdev

Azure App Service provides a fully managed platform for building, deploying, and scaling web applications. By leveraging CI/CD pipelines with Azure DevOps, you can automate your build and release processes, ensuring faster and more reliable deployments. Key Benefits: Automation: Reduce manual effort and human errors. Consistency: Achieve repeatable deployments across environments. Speed: Deploy updates quickly, improving your development lifecycle. In this blog post, we’ll guide you through the process of deploying a web application to Azure App Service using Continuous Integration and Continuous Deployment (CI/CD) pipelines. Whether you’re a developer or a DevOps engineer, this step-by-step guide will help you…

28 Dec

It’s prime time for returning stuff at stores. Retailers are still figuring out the best way to handle it.

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This is the busiest time of year for returning holiday gifts.Retailers from Amazon to L.L. Bean have adopted a range of return policies.Most shoppers consider whether they can make free returns when deciding where to shop.That unwanted kitchen gadget or too-big sweater someone gave you over the holidays represents a growing problem for retailers.With the holiday shopping season over, retailers now face return requests from customers at the fastest pace of the year. The days between December 26 and 28 are the busiest for returns, with up to three times more than usual, payments platform Lightspeed Commerce found in a…

28 Dec

Blue Origin Fires Up Engines on New Rocket Ahead of Debut Launch

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Jeff Bezos’ aerospace firm Blue Origin fired up the engines on its massive new rocket, the New Glenn, on Friday — a last critical test needed to pave the way for the vehicle’s debut launch to space. Source link lol

28 Dec

A four-pack of Apple AirTags is on sale for a record low of $70

stp2y0 CommentsNewsapple, Commerce, engadgetdeals, gear, news, shopping, streamshopping, thebuyersguide

If you're constantly losing your stuff, or know someone who is, now's a great time to invest in a few AirTags. A four-pack of Apple's Bluetooth trackers are on sale for $70 at the moment, which is a record-low price and a bit cheaper than they were during the Black Friday shopping period. You're getting a $30 discount on the pack, and it breaks down to only $17.50 per tracker.Apple AirTags easily made our list of the best Bluetooth trackers, and this is especially true if you’re already tied into the company’s ecosystem. The finding network is vast and comprehensive,…

28 Dec

18 of the most popular TV shows this year, ranked from worst to best

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"Monsters: The Lyle and Erik Menendez Story" garnered mixed reactions from critics. Nicholas Alexander Chavez and Cooper Koch in "Monsters: The Lyle and Erik Menendez Story." Netflix Rotten Tomatoes score: 47%Summary: This drama anthology recounts the 1989 murders of Jose (Javier Bardem) and Kitty Menendez (Chloë Sevigny) at the hands of their sons, Lyle (Nicholas Alexander Chavez) and Erik (Cooper Koch).Some critics didn't love the second installment of Ryan Murphy's "Monsters" anthology series, and many thought the show was too sensationalized."'Monsters' proves itself capable of confronting a complex case with sensitivity — which makes its increasing sensationalism and salaciousness all…

28 Dec

How AI Models Adapt to Changing Environments: Real-World Insights

stp2y0 CommentsNewsai, beginners, coding, community, development, engineering, inclusive, programming, software, webdev

Introduction: Artificial intelligence is no longer confined to the sterile laboratory. It's increasingly deployed in dynamic, real-world environments, from self-driving cars navigating unpredictable traffic to chatbots handling evolving customer needs. The very nature of these environments—characterized by shifting conditions, new data patterns, and unforeseen challenges—demands that AI models possess more than just initial training; they must be capable of continuous adaptation. This article delves into the complex landscape of adaptive AI, examining the techniques, challenges, and real-world examples of how these models learn to thrive in a world of constant change. The Challenge of Static Models in Dynamic Worlds: Traditional…

28 Dec

Janet Yellen expects the US to hit debt limit before the end of January

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Treasury Secretary Janet Yellen wrote a letter to House Speaker Mike Johnson Friday.In it, she warned that the US would breach its debt limit as soon as January 14 unless Congress acted.The Treasury Department will begin taking "extraordinary measures" to avoid defaulting on debt.The US will need to take "extraordinary measures" to avoid defaulting on its debt as early as January 14, Treasury Secretary Janet Yellen warned in a letter on Friday.In the letter addressed to House Speaker Mike Johnson, Yellen wrote that although the outstanding debt subject to the limit is expected to drop by approximately $54 billion when…

28 Dec

In 2024, using social media felt worse than ever

stp2y0 CommentsNewsfeature, gear, instagram, meta, social media, threads, tiktok

It’s never been more exhausting to be online than in 2024. While it’s been clear for some time that monetization has shifted social media into a different beast, this year in particular felt like a tipping point. Faced with the endless streams of content that’s formulated to trap viewers’ gazes, shoppable ads at every turn, AI and the unrelenting opinions of strangers, it struck me recently that despite my habitual use of these apps, I’m not actually having fun on any of them anymore.Take Instagram. I open the app and I’m greeted by an ad for bidets. I start scrolling.…