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Hard sciences are also being revolutionized by machine learning From email to the Internet, particle physicists, the hard sciences’ experts, have historically been early users of technology, if not its creators. Therefore, it is not unexpected that researchers began training computer models to tag particles in the chaotic jets produced by collisions as early as 1997. Since then, these models have plodded along, becoming increasingly more capable—although not everyone has been pleased with this development. Particle…

What our experiments found and your chance to try the model outImage by AuthorIntroductionCan you take a general ML model for sentiment analysis, adapt it to a specific domain, and come up with acceptable results? How much of a challenge is that?As it turns out, it’s doable with reasonable effort. The ML team at Toloka recently tweaked a general sentiment model to the financial domain, and I’m excited to share the results of our experiments.You can try the fine-tuned sentiment analysis model here or keep reading for more…

Chatbot in an open domainPhoto by Jongsun Lee on UnsplashWhen we designed our chatbot, we realised that there will be some queries that we cannot handle. For quite a while, our approach was to use a threshold on the intent confidence that was predicted by our classifier. This threshold is a hyperparameter that we added by reviewing real feedback from our customers. However, we still kept getting false-positive results for some clear out of domain queries.This is a bad customer experience. Our goal for a chatbot is to be…

Cloudflare has removed support for Kiwi Farms known for hosting relentless online harassment campaigns after a surge in users making violent threats on the platform. The American internet services company said Kiwi Farms posed an “immediate threat to human life,” citing an increase of “targeted threats” over the past two days. Cloudflare's decision came as harassment campaigns against transgender YouTuber and Twitch streamer, Clara Sorrenti (called Keffals) were intensified. Sorrenti has been leading a campaign to…

In our latest podcast series, Satavisa Pati, Content Analyst at Analytics Insight, talks to Bhavesh Goswami, Founder & CEO, CloudThat. During the conversation, he then explains the increased demand in the cloud computing area. He also discusses the popularity of courses such as engineering, database administration, programming, development, security, and analytics. Analytics Insight · ‘Cloud Computing can Literally Be Incorporated in Any Business Domain’ Says Bhavesh Goswami The post ‘Cloud…

THORNTON — After nearly 20 years of code violations, health orders, lawsuits and neighbor complaints, a dilapidated and forlorn shopping center that once gleamed with American mid-century suburban promise just took a critical step toward a long-awaited makeover. But it took the strong arm of the government — through an eminent domain action filed in court on Aug. 1 — to finally move the long-stalled transformation of the Thornton Shopping Center along. A judge could authorize the city to take possession of the strip mall,…

StackCommerceThe following content is brought to you by ZDNet partners. If you buy a product featured here, we may earn an affiliate commission or other compensation.Philosophical questions aside, art isn't art until somebody sees it. That's the primary struggle for artists no matter their medium, and the web remains the easiest way for creatives to find an audience. That is if they can stand out from an ever-growing crowd. Fortunately, there's a way for artists to establish themselves as part of the creative…

Subject matter experts have the most impact on the model in the Data-Centric AI loop. Let them be in control.We need to democratize AI - I strongly believe that people have incredible potential to change the world with their ideas, and everyone should be able to use AI to realize these ideas at scale. This article sheds light on how the once selective access to AI should be democratized with the help of no-code tools out there.Democratizing AI by empowering Domain Experts to build out their own AI. Photo by Eric Krull on…

The past year at Microsoft has been interesting to say the least! I’ve participated countless customer conversations, workshops and architecture design sessions. During these customer interactions, Data Mesh has often been a central subject of debate.What I’ve learned is that data mesh is relatively a new subject. It’s a concept that must be shaped by companies’ unique ownership, organizational, security, change, technology and cost management requirements. It’s not easy to balance all of these requirements, so companies…

Written by Chris Duckett, APAC Editor…