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【Kaggle】HMS 2nd Solution explaind

【Kaggle】HMS 2nd Solution explaind

This time, I'll explain the 2nd solution of HMS competition on kaggle.the original solution is here:https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/492254 This competition's purpose is classification to the 182 type bird calls.The validation method is AUC-ROC, so we had to predict all of birds classes. Competition host provide the random length audio calling data over 240000 samples as training data, and data not labeled for utilize to augmentation or otehrs. As the problem must be addressed were: unbalanced data, probably noisy and mixed test data, data while bird not calling, etc.. Additionaly point to be noted is the limitation of submittion. This competition only allow…
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Google uses AI to add 110 new languages to Translate

Google uses AI to add 110 new languages to Translate

While Google Translate is far from perfect, it's still a helpful way to gain information or engage in conversation. Now, that option is expanding as Google uses AI to give Translate 110 new languages, such as Cantonese, Punjabi (Shahmukhi) and NKo. About a quarter of the languages come from Africa and Google claims that all the new ones together represent 614 million speakers — about eight percent of the global population.Google credits its LLM, PaLM 2, as "a key piece to the puzzle, helping Translate more efficiently learn languages that are closely related to each other, including languages close to…
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AIE World’s Fair 2024 Keynote – What We Learned from a Year of LLMs

AIE World’s Fair 2024 Keynote – What We Learned from a Year of LLMs

Together with my fellow authors of “What We’ve Learned From A Year of Building with LLMs”, we were invited to give the closing keynote at the AI Engineer World’s Fair 2024. Speaking at the closing keynote of AIEWF 2024 Here are the slides (with the recording to be released soon). I wish I had the time to make the formatting more consistent, but the slides were only finalized the night before keynote and I was simply too exhausted after day 2 of AIE World’s Fair. Reflections on preparing for the keynote Have you ever attended a talk with six speakers?…
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Get a Blink Outdoor 4 system with a Blink Mini 2 for $50 in an early Prime Day deal

Get a Blink Outdoor 4 system with a Blink Mini 2 for $50 in an early Prime Day deal

Prime Day isn't until next month but Amazon is already discounting a lot of great items for Prime members. The latest steal comes courtesy of a 64 percent discount on the Blink Outdoor 4 and Blink Mini 2 bundle. It normally costs $140 for the duo but, right now, you can pick them up for $50.BlinkThe combination of the Blink Outdoor 4 and the Blink Mini 2 keeps you covered inside and outside your home. We named the Outdoor 4 one of the best smart home gadgets for 2024. The wireless device offers two-way audio, Alexa integration and 1080HD video.…
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Samsung Unpacked 2024: Galaxy Z Fold 6, Watch Ultra, Galaxy Ring and everything else to expect

Samsung Unpacked 2024: Galaxy Z Fold 6, Watch Ultra, Galaxy Ring and everything else to expect

The summer is usually a quiet time for tech news but Samsung is about to shake things up a bit. The next Samsung Unpacked event is set for July 10. It will take place in Paris at 3PM local time, which is 9AM ET.The company released its Galaxy S24 devices earlier this year after its first Unpacked of 2024, so it’s highly unlikely that we’ll see new versions of the traditional smartphone format here (perhaps save for Olympics-branded models given Samsung's sponsorship of that event). However, there’s a decent chance that Samsung will show off its latest set of foldables.…
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Full Stack Serverless Challenge #1: AWS Amplify Gen 2

Full Stack Serverless Challenge #1: AWS Amplify Gen 2

In this challenge, we'll be learning more about Amplify Gen 2. It is an AWS service that allows front-end developers to deploy full-stack applications. It has a code library that attaches itself to supported frontend frameworks like VueJS, ReactJS, Flutter, React Native, etc. Once attached to the framework, developers can easily create serverless backends, protect them with user authentication, and add file uploads and downloads. We start by following the basic getting started guide. From there, we'll get our hands dirty with the core functionalities of Amplify Gen 2. This is not a walkthrough post. It forces you to explore…
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Time strikes a deal to funnel 101 years of journalism into OpenAI’s gaping maw

Time strikes a deal to funnel 101 years of journalism into OpenAI’s gaping maw

Time has a growing number of publications to sign a licensing deal with . The creator will legally be able to train its large language models on 101 years worth of the storied publication's journalism, as first reported.OpenAI will also have access to real-time content from Time, with the apparent aim of answering user queries about breaking news. In return, OpenAI will cite Time and link back to source material on the publication's website.Perhaps Time will get a monetary kickback too, like other publishers that have with a ragged cap in hand and an eye on one a new revenue…
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NASA gives SpaceX the privilege of crashing the ISS into the sea

NASA gives SpaceX the privilege of crashing the ISS into the sea

SpaceX to, basically, crash the International Space Station (ISS) into the sea. It’s part of a NASA program to safely deorbit the ISS within the next ten years.The ISS has been continuously operating since 1998 and, like all things, has been aging. The space station is due to end its orbital tenure in or around 2030. However, NASA doesn’t want the whole thing just careening into Earth’s atmosphere, throwing dangerous junk everywhere like season two of Breaking Bad. The agency wants a nice and controlled re-entry. That’s where SpaceX comes in.According to the terms of the contract, SpaceX will develop…
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Defying Gravity The Science Behind Airplanes Staying Aloft

Defying Gravity The Science Behind Airplanes Staying Aloft

Picture this: you're sitting in an airplane, gazing out the window as the ground falls away beneath you. Suddenly, you're struck by a thought: "How on earth does this enormous metal tube manage to stay in the air?" It's a question that has captivated the minds of countless travelers and aviation enthusiasts alike. In this blog post, we'll dive into the science behind the magic of flight and reveal the secrets that keep airplanes soaring high above the clouds. To understand how airplanes stay in the air, we need to look at the four primary forces that act upon them:…
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Images of unannounced Samsung watches and earbuds appear to have leaked

Images of unannounced Samsung watches and earbuds appear to have leaked

Samsung has an , with plenty of hardware announcements expected. A reliable leaker, however, of many of the big hitters, including the Galaxy Watch 7, Galaxy Watch Ultra, Galaxy Buds 3 and Galaxy Buds 3 Pro. It’s like Christmas for Samsung fans!First, a caveat. These are leaked images obtained by Evan Blass and published on his Substack . Blass has a very good track record with this kind of thing, but of course, nothing will be certain until Samsung itself confirms it. (Disclosure, Blass was a contributor and editor for Engadget from 2005 until 2008.) Evan BlassThere are glorious images…
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