Author: drweb

The best way to revise a concept right before an interview is to go through the most commonly asked questions.These 50 Machine Learning interview questions boost confidence that whatever you have read covers almost all the frequently asked questions.In case you missed any concept, do understand it now, their are 99% possibility these questions will be asked.Machine Learning Interview Questions Full IndexMachine Learning Interview Questions Fundamentals and FoundationsWe are going to start with the essential building blocks of Machine Learning, covering the core types of learning, data preparation, and how we measure a model’s fitness.1. What is Machine Learning?Machine Learning…

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In today’s rapidly evolving digital landscape, reactive IT management is no longer sustainable. Business leaders are increasingly recognizing that proactive observability has become necessary to maintain a competitive advantage and ensure operational excellence and customer satisfaction. Organizations that embrace advanced observability strategies can avoid future problems associated with reactive firefighting.  The Strategic Shift: From Reactive to Predictive  The paradigm shift in observability represents a fundamental change in how organizations monitor system health and ensure business continuity. Modern observability platforms such […]

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Guidance Residential, LLC is a strong, growing company that specializes in residential mortgage lending. Our team members are a vital strength in our ability to grow and continue to serve our customers. We are seeking a full-time Software Developer. Summary Reporting to SVP, Chief Technology Officer, Software Developer will work on creating new and supporting existing software solutions within the Guidance Residential portfolio of businesses. Follow rapid prototype and proof of concept approach in capturing business requirements and deliver deployable production ready software applications. Engage in the full range of Software Development Life Cycle (SDLC). To be successful in this…

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An analysis of 470 real-world open source pull requests published today finds code generated using artificial intelligence (AI) tools introduces significantly more defects across every major category of software quality, including logic, maintainability, security, and performance, compared to human-authored code. Conducted by CodeRabbit, a provider of a platform that employs AI to review code, the […]

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This week in Toronto, at the DevOps for GenAI Hackathon, something remarkable occurred: Industry professionals, academic leaders and learners representing top academic institutions, fintech, technology firms, and consulting companies came together in a high-intensity innovation sprint that blurred the lines between academia and enterprise. Across four banking teams (including winners from Scotiabank), three technology and […]

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I just read this post on X: Post: “If someone offered you $1 million of cash or $6,000/mo for life? Take the $6,000/mo for life every time. Absolute no brainer.” I was stunned that most people didn’t seem to understand that this is not the best option. So, which option is better: Choosing $1M now, or $6,000 per month for life? To answer this mission-critical question, I ran an analysis. Here it is: $1M invested starts growing immediately. If you don’t touch it for X years (see chart), you can later withdraw $6k/m and still end up with WAY more…

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We’re BitterBrains, the team behind Vue School and AI-Driven Development. We create the official certifications for Vue.js and Nuxt, offer certifications for React and Angular, and run global events thousands of developers tune into every year. For over a decade, we’ve been teaching modern web development, building communities, and creating learning experiences that genuinely help developers get better at their craft.We care about helping developers grow, pushing the ecosystem forward, and having a genuinely good time doing it. We’re a fully remote team spread across the world, working async, traveling for events, building cool things, and trying to make an…

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Containers are the universal path to production for most developers, and Docker has always been the steward of the ecosystem. Docker Hub has over 20 billion monthly pulls, with nearly 90% of organizations now relying on containers in their software delivery workflows. That gives us a responsibility: to help secure the software supply chain for the world. Why? Supply-chain attacks are exploding. In 2025, they caused more than $60 billion in damage, tripling from 2021. No one is safe. Every language, every ecosystem, every build and distribution step is a target.  For this reason, we launched Docker Hardened Images (DHI),…

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SQL

A customer was asking about tracking logins and logouts in Redgate Monitor. We don’t do this natively, as this really needs an XEvent session. I decided to see if an AI could help me get a solution setup that might let me build a custom metric to track this.I could do this myself, but it’s some looking syntax and capabilities, futzing with different code items, and trying to think about options. The goal here is can an AI help and save time. Not do the work for me, but assist.So maybe not Vibe coding per se, but felt like I…

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Virtual care went from a nice-to-have to a must-have during the COVID-19 pandemic and while in-person visits are starting to pick up again, telemedicine is here to stay. Its growth will continue: According to Health-tech companies, the telemedicine market was valued at $143.49 billion in 2024. It is predicted to be $167.74 billion in 2025 and reach $584.99 billion by 2033 at a growth rate of 16.9%.  Telehealth platforms handle sensitive health information, manage appointments, stream live […]

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