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How to configure Quick Machine Recovery to auto-fix boot failures on Windows 11
On Windows 11, you can now use the Quick Machine Recovery (QMR) feature to fix your computer when it can’t boot correctly, and in this guide, I’ll show you how the feature works and how to configure it. The feature is built into the operating system and designed for seamless recovery. This isn’t your standard Safe Mode or Startup Repair. It’s a…
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Microsoft tests Quick Machine Recovery to restore PCs that can’t boot
But Quick Machine Recovery should at least help prevent similar outages. It prompts a device to enter the Windows Recovery Environment, where the machine can access the network and provide Microsoft with diagnostic information. Microsoft can then remotely deploy fixes via the Windows Update system. The feature is enabled by default for home users, and Windows Insiders can try it…
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The Apple rumor machine cranks into gear for iOS 19 – Computerworld
Change my world It is also interesting how much of the work Apple did on visionOS is now feeding outwards across the company — Apple Intelligence is, after all, now run by the former leaders of Vision Pro development, and if the ideas they had around user interfaces are now to be deployed across the rest of the company’s products…
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Web Scraping for AI and Machine Learning Training
The success of machine learning and AI models heavily depends on the quality and quantity of data used for training. The internet has become one of the richest sources of information, including structured and unstructured data. However, manually collecting and organizing this data is impractical. This is where web scraping is needed. Web scraping is an automated method of extracting…
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Machine Learning in NGFW Threat Detection
Next-Generation Firewalls (NGFWs) have become a cornerstone of modern cybersecurity infrastructure. Traditional firewalls filter traffic based on static rules, but NGFWs offer more advanced features. These include intrusion prevention, application awareness, and deep packet inspection. Cyber threats are becoming more complex and difficult to combat, so NGFW producers have turned to Machine Learning (ML) to enhance detection methods. Machine Learning,…
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Machine Learning for Threat Detection Guide
Cyber threats are becoming increasingly sophisticated and diverse. Traditional security tools and manual threat detection methods fall short in identifying novel or previously unseen attacks, especially with the volume and complexity of data involved. This is where machine learning (ML) comes into play, revolutionizing threat detection by enabling systems to identify anomalies in network traffic that might indicate malicious behavior.…
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Google will use machine learning to estimate a user’s age
Google will soon use machine learning to estimate the age of its users. In an update on Wednesday, Google said it’s testing a machine learning model in the US to help determine whether someone is under 18, allowing it to “provide more age-appropriate experiences” across its platforms. YouTube CEO Neal Mohan first revealed the change in an annual letter published…
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How to make hot chocolate with an espresso machine
With National Hot Chocolate Day fast approaching, there’s no better time to elevate your hot chocolate game by using that espresso machine sitting on your counter. While most people think these machines are just for coffee, they’re actually perfect for creating rich, frothy hot chocolate that rivals your favorite coffee shop’s version. Using the steam wand, you can transform simple…
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How to Back Up Your Mac and Restore Files With Time Machine
Summary Regularly backing up your Mac with Time Machine can prevent data loss and allow you to restore earlier versions of files. To get started, connect a drive that you want to use (and don’t mind being erased), and then head to System Settings > General > Time Machine and use the “Add Disk” button. You can restore your entire…
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How to Descale a Keurig or Nespresso Coffee Machine
We may earn a commission from links on this page. Pod-based coffee machines like Keurig and Nespresso are more convenient than their pot-filling predecessors, but they still get dirty inside, the same as any coffee maker. Whether you’re a seasoned owner or just got yours, you may not know you should be descaling your machine every three months or so,…
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