Author: Awais

were first introduced for images, and for images they are often easy to understand. A filter slides over pixels and detects edges, shapes, or textures. You can read this article I wrote earlier to understand how CNNs work for images with Excel. For text, the idea is the same. Instead of pixels, we slide filters over words. Instead of visual patterns, we detect linguistic patterns. And many important patterns in text are very local. Let’s take these very simple examples: “good” is positive “bad” is negative “not good” is negative “not bad” is often positive In my previous article, we…

What is the best internet provider in Boston?Verizon Fios is CNET’s top recommendation for anybody looking for an internet provider in Boston, Massachusetts. Its blazing-fast symmetrical speeds and 100% fiber-optic network make it our top pick. You also get a wide variety of plans starting at $50 and going up to $90, which means there’s a plan for every need and budget. Verizon Fios also offers simple service terms, which means you won’t face any unexpected headaches. The provider also has great coverage, reaching over 89% of Boston households.If Verizon Fios doesn’t cover your area or you need a cheaper…

It was during my fifth attempt to arrange bottles in height order before the countdown ran out that I realized my bedtime had long since passed and I was way too buzzed to sleep.I should have been dozing happily. Instead I was crouched over my phone, screen blaring in my eyes, trying to organize a set of pixelated kitchen shelves. The ‘de-stress’ game that was meant to be soothing me to sleep was having the opposite effect.The search for a calming bedtime routineMy normal pre-bed wind-down habit is reading but a too-interesting book had started keeping me up late, so…

You need only a handful of simple ingredients for this comforting, quick weeknight meal.This recipe works just as well with frozen broccoli as with fresh, saving prep time.Toasting the gnocchi before combining it with the sauce creates an irresistible crispy exterior and creamy center in every bite. If you’ve never jogged through the Vatican listening to Jock Jams, I highly recommend it. It’s how I would work off all the pasta my college roommate and I would eat when she moved to Rome after graduation. The best days of any visit were when she’d foist me on her next door…

Google expanded Demand Gen channel controls to include Google Maps, giving advertisers a new way to reach users with intent-driven placements and far more control over where Demand Gen ads appear. What’s new. Advertisers can now select Google Maps as a channel within Demand Gen campaigns. The option can be used alongside other channels in a mixed setup or on its own to create Maps-only campaigns. Why we care. This update unlocks a powerful, location-focused surface inside Demand Gen, allowing advertisers to tailor campaigns to high-intent moments such as local discovery and navigation. It also marks a meaningful step toward…

On Tuesday, the Trump Administration followed through on a threat of retaliation targeting foreigners who are involved in content moderation. The State Department announced sanctions barring US access for former EU commissioner Thierry Breton, as well as four researchers, while issuing an intentionally chilling threat to others, with Secretary of State Marco Rubio claiming, “The State Department stands ready and willing to expand today’s list if other foreign actors do not reverse course.”One of the researchers the State Department says is banned and now deportable, is Imran Ahmed, who runs the Center for Countering Digital Hate (CCDH), an organization aimed…

Winter is in full swing, making it the perfect time to settle in at home with some comfort food. Chicken is a great option, especially if you’re cooking on a budget, but repeating the same old recipes can get old after a few weeks. That’s where this tangy classic recipe comes in, delivering a bold taste that’s been a crowd pleaser for generations. This legendary barbecue chicken recipe comes from an unlikely source: a food science professor at Cornell. He figured out that a simple, tangy, vinegar-based marinade that used only a few pantry staples was the key to ridiculously…

“Unlimited” is a funny term. Unlimited cell phone plans often come with a long list of footnotes, terms, conditions, and exceptions. Mercifully, all of the Big Three cell companies have, by now, ditched throttling on their highest-paid tiers, and include 5G data access in all their unlimited plans. Yet there are still many differences in the services they offer, and from tier to tier within each company.Cheaper “unlimited” tiers do offer unlimited talk and text. But they still have rules on how much unlimited data you get before they start throttling your speed, and some “unlimited” plans may throttle your…

The Raspberry Pi Foundation just rolled out Raspberry Pi Imager version 2.0.3. This brings a massive list of under-the-hood improvements focused heavily on performance, reliability, and security for the cross-platform utility. This update makes the imaging process less frustrating. One of the most noticeable improvements comes in performance monitoring. Imager 2.0.3 now implements bottleneck detection and gives you real-time progress updates. This is a great feature because it tells you exactly where the slowdown is happening, whether the delay is coming from your internet connection, your computer’s processor unzipping the files, or the speed of the SD card itself. I…

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