Amazon S3 Access Grants now integrate with AWS Glue for analytics, machine learning (ML), and application development workloads in AWS. S3 Access Grants map identities from your Identity Provider (IdP), such as Entra ID and Okta or AWS Identity and Access Management (IAM) principals, to datasets stored in Amazon S3. This integration gives you the ability to manage S3 permissions for end users runn
Just about four weeks ago, I started an AI-engineering role. Now I’ve unlearned everything I gained in my 15-year career and am fully committing to the future of AI. This shift has been purely fun — no regrets — because it’s a once-in-a-lifetime opportunity to help change the world. I know many people are still skeptical about AI; I was in that camp just four weeks ago and had intentionally ignore
3つの要点 ✔️ 適応勾配訓練方法では学習率の選択が重要で、これを自動で行えると効率が向上。 ✔️ 新しいアルゴリズムADAMGが提案され、AdaGrad-Normの派生版であるゴールデンステップサイズを利用。 ✔️ ADAMGは複数のベンチマークテストにおいて優れた性能を示し、既存のパラメータフリー手法よりも安定。 Towards Stability of Parameter-free Optimization written by Yijiang Pang, Shuyang Yu, Bao Hoang, Jiayu Zhou (Submitted on 7 May 2024) Comments: Published on arxiv. Subjects: Machine Learning (cs.LG) code： 本記事で使用している画像は論文中のもの、紹介スライドのもの、またはそ
AI assistance panel | Chrome DevTools | Chrome for Developers
Use the AI assistance panel to learn more about how your website works with the help of AI. Overview The AI assistance panel lets you chat with Gemini directly in DevTools. Conversations you start from this panel automatically have context about technical details of the page you are inspecting. When using the AI assistance panel you can either use provided example prompts or your own questions as
Synthetic biology Market Size, Growth, Trends, Report 2032
✉ info@marketresearchfuture.com 📞 +1 (855) 661-4441(US) 📞 +44 1720 412 167(UK) Global Market Outlook In-depth analysis of global and regional trends Analyze and identify the major players in the market, their market share, key developments, etc. To understand the capability of the major players based on products offered, financials, and strategies. Identify disrupting products, companies, and tr
Cloud Run・Vertex AI を活用した最適化システム開発をスケールさせる基盤戦略 - Findy Tools
本記事は、株式会社 ALGO ARTIS の藤原 秀平さんによる寄稿です。計画業務を最適化する業務システムの開発・運用に取り組む中で得た知見をもとに、Google Cloud 上で Cloud Run・Vertex AI などを活用して、少人数の開発体制でも高い運用効率と信頼性を両立させる技術基盤の構築方法を紹介します。 はじめにALGO ARTIS は「社会基盤の最適化」というミッションを掲げ、様々な計画業務の効率化に取り組んでいます。 発電所に燃料を運ぶための船の運用計画を立てたり、工場などの生産計画を作ったりという、社会を支えるシステムを開発しています。 Optium 導入事例 たとえば配船ならば、必要な物資を運搬しつつ、船や港の利用条件のような様々な制約を守らなければなりません。 そして、それらの制約を満たしつつ費用最小化などの目的を達成する計画を作成します。 このような計画作成業
You can buy the print version of this book here. Published by The MIT Press Cambridge, Massachusetts London, England Preface Dedicated to all the pixels. About this Book This book covers foundational topics within computer vision, with an image processing and machine learning perspective. We want to build the reader’s intuition and so we include many visualizations. The audience is undergraduate a
✉ info@marketresearchfuture.com 📞 +1 (855) 661-4441(US) 📞 +44 1720 412 167(UK) Global Market Outlook In-depth analysis of global and regional trends Analyze and identify the major players in the market, their market share, key developments, etc. To understand the capability of the major players based on products offered, financials, and strategies. Identify disrupting products, companies, and tr
Book Review: “Quantum Supremacy” by Michio Kaku (tl;dr DO NOT BUY)
The Blog of Scott Aaronson If you take nothing else from this blog: quantum computers won't solve hard problems instantly by just trying all solutions in parallel. Update (June 6): I wish to clarify that I did not write any of the dialogue for the “Scott Aaronson” character who refutes Michio Kaku’s quantum computing hype in this YouTube video, which uses an AI recreation of my voice. The writer a
Reinforcement Learning Heats Up, White House Orders Muscular AI Policy, and more...
Dear friends, The buzz over DeepSeek this week crystallized, for many people, a few important trends that have been happening in plain sight: (i) China is catching up to the U.S. in generative AI, with implications for the AI supply chain. (ii) Open weight models are commoditizing the foundation-model layer, which creates opportunities for application builders. (iii) Scaling up isn’t the only path
Semih Salihoğlu CEO of Kùzu Inc. & Associate Prof. at UWaterloo We’re excited that members of our community are already building applications with the WebAssembly (Wasm) version of Kuzu, which was only released a few weeks ago! Early adopters to integrate Kuzu-Wasm include Alibaba Graphscope, see: 1 and 2, and Kineviz, whose project will be launched soon. In this post, we’ll showcase the potential
Artificial intelligence commonly refers to the science and engineering of artificial systems that can carry out tasks generally associated with requiring aspects of human intelligence, such as playing games, translating languages, and driving cars. In recent years, there have been exciting advances in learning-based, data-driven approaches towards AI, and machine learning and deep learning have en
Digital Transformation in Spending Market – Global Market Size, Share, and Trends Analysis Report – Industry Overview and Forecast to 2032 | Data Bridge Market Research
Global Digital Transformation in Spending Market Segmentation, By Technology (Cloud Computing, Artificial Intelligence, Big Data and Analytics, Mobility/Social Media, Cybersecurity, Internet of Things, Others), Service (Professional Services, Implementation and Integration), Deployment Type (Cloud, On-Premises), Organization Size (Small and Medium-Sized Enterprises, Large Enterprises), Vertical (B
2024 年も色々やりましたので活動を振り返ります。 目次 目次 本 グラフニューラルネットワーク ★ 深層ニューラルネットワークの高速化 ★ 論文 Training-free Graph Neural Networks and the Power of Labels as Features Overhead-free User-side Recommender Systems ブログ モデルパラメータの算術 ★ 大学で読んだ情報科学関連の教科書 ★ トランスフォーマーは RNN である ★ サービス開発 Readable Amax 講演 クリック率を最大化しない推薦システム ★ Introduction to Graph Neural Networks 僕たちがグラフニューラルネットワークを学ぶ理由 ニューラルネットワークの損失地形 ★ 研究の進め方 ランダムネスとの付き合い方について
BES---Brainfuck Enterprise Solutions Brainfuck Enterprise Solutions is a team of dedicated professionals able to manage the complexity of the modern software development with the best tool in the market: Brainfuck programming language and software environment. BES lineup of products (already running on the in-house Brainfuck-optimized blade servers) includes: - Next generation operating system---O
Machine Learning in Production (17-445/17-645/17-745) / AI Engineering (11-695) Spring 2025 CMU course that covers how to build, deploy, assure, and maintain software products with machine-learned models. Includes the entire lifecycle from a prototype ML model to an entire system deployed in production. Covers also responsible AI (including safety, security, fairness, explainability) and MLOps. Fo
Causal effect of video gaming on mental well-being in Japan 2020–2022 - Nature Human Behaviour
As digital devices and the Internet become integral parts of daily life, concerns about their potential negative impact on human well-being, especially that of prolonged screen time, have become more pronounced. Video games, at the forefront of this debate, increasingly encounter public scepticism1. Controversial health policy decisions, such as the latest discussions by the World Health Organizat
Neurointerventional Device Market Size, Growth, Trends, Report 2032
Neurointerventional Device Market Research Report By Type (Intravenous Catheters, Balloon Catheters, Stents, Coil Embolization, Aneurysm Clips), By Application (Aneurysm, Arteriovenous Malformation, Intracranial Atherosclerotic Disease, Ischemic Stroke), By End Use (Hospitals, Ambulatory Surgical Centers, Specialty Clinics), By Procedure Type (Diagnostic, Therapeutic) and By Regional (North Americ
35 の生成 AI 事例から学ぶ！顧客体験、生産性、創造性の向上、業務プロセス最適化など | Google Cloud 公式ブログ
あらゆるビジネスに革命を起こすと言われる生成 AI。Google Cloud は、最先端の生成 AI「Gemini」と統合 AI プラットフォーム「Vertex AI」で、企業の AI 活用をサポートしています。 今回、Google Cloud の生成 AI が企業の課題解決や新たな価値創造にどのように貢献しているのか、35 社の企業における具体的な課題と解決策をまとめた「生成AI活用事例集」を作成しました。是非参考にしてください。 無料でダウンロードはこちらから 顧客体験の改善KDDI株式会社: メタバース・Web3 サービス「αU」で Gemini を活用。AI マスコットとの自然な対話や、ユーザー一人ひとりにパーソナライズされたコンテンツで、顧客満足度と没入感を高めています。株式会社スリーシェイク: 生成 AI を活用した SRE チャットボットで、SRE に関するナレッジ提供やコー
Heart Blocks Treatment Market Size, Growth, Trends, Report 2032 | MRFR
✉ info@marketresearchfuture.com 📞 +1 (855) 661-4441(US) 📞 +44 1720 412 167(UK) Global Market Outlook In-depth analysis of global and regional trends Analyze and identify the major players in the market, their market share, key developments, etc. To understand the capability of the major players based on products offered, financials, and strategies. Identify disrupting products, companies, and tr
Optimal Transport is a foundational mathematical theory that connects optimization, partial differential equations, and probability. It offers a powerful framework for comparing probability distributions and has recently become an important tool in machine learning, especially for designing and evaluating generative models. These course notes cover the fundamental mathematical aspects of OT, inclu
Expanding Access to the GitHub Copilot Workspace Technical Preview · GitHub Changelog
AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be
Alzheimer’s Therapeutic Market Size, Growth Report 2032
✉ info@marketresearchfuture.com 📞 +1 (855) 661-4441(US) 📞 +44 1720 412 167(UK) Global Market Outlook In-depth analysis of global and regional trends Analyze and identify the major players in the market, their market share, key developments, etc. To understand the capability of the major players based on products offered, financials, and strategies. Identify disrupting products, companies, and tr
Healthcare Content Management System Market Size, Growth, Trends, Report 2032
✉ info@marketresearchfuture.com 📞 +1 (855) 661-4441(US) 📞 +44 1720 412 167(UK) Global Market Outlook In-depth analysis of global and regional trends Analyze and identify the major players in the market, their market share, key developments, etc. To understand the capability of the major players based on products offered, financials, and strategies. Identify disrupting products, companies, and tr
Secret scanning detects Base64-encoded GitHub tokens · GitHub Changelog
AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be
Amazon EC2 C8g instances now available in AWS Asia Pacific (Tokyo) - AWS
Starting today, Amazon Elastic Compute Cloud (Amazon EC2) C8g instances are available in AWS Asia Pacific (Tokyo) region. These instances are powered by AWS Graviton4 processors and deliver up to 30% better performance compared to AWS Graviton3-based instances. Amazon EC2 C8g instances are built for compute-intensive workloads, such as high performance computing (HPC), batch processing, gaming, vi
■ Python ３ エンジニア認定データ分析試験 先月、『Python ３ エンジニア基礎試験』を受けました。 coublood.hatenablog.com Pythonの自己啓発は継続で、色々とやっていますが、次は「データ分析試験」なるものが行けそうなので、そちらを受けてきました。 「Python３エンジニア認定データ分析試験」は… 線形代数 確率と統計 Pythonのパッケージの知識（NumPy, pandas, Matplotlib, scikit-learnなど） とあたりが主な内容のようで、特に「NumPy」「pandas」「Matplitlib」あたりは、便利なのでちょうど良さそうです。 ■ NumPyパッケージ NumPy - ということで、どんなパッケージかをGeminiに聞いてみると… ★Gemini回答★ NumPyとは？数値計算の強力なツール NumPy (Num
１兆８０００億。 それはそれとしてGPT4oのパラメータ数はどのくらいなんだろう。MOE,,,,, - Qiita
Nvidia の偉い人 がGPT4o のトレーニングについてリークしたみたいですね。MOE なんとか が何とかといってたそうですね。 それはそれとして Manba モデルでシーケンス長を大きくした場合の生成テキストの違いを検証します。 シーケンス長 10, 20, 100, 200 ,300, 500 で比較してみます。 Seq 長さ 10、深さ 4: 将来、AI の力が社会の隅々に浸透しています。 ビジョン。 翻訳、および中国の伝統と入力データ。 興奮に魅了されます。 彼の方法は、数学と西洋の AI の謎を解き明かし、さらに多くの課題に取り組みます。 宇宙で。 アレックスの洞察力とエネルギー効率の共通の目標は、彼の仕事です。 アレックスの最新のテクノロジーは、計算の助けになります。 ある夜、アレックスのテーマは日本語に翻訳されました。 予想よりもはるかに速く、信じられないほど速く完成しま
Neurotech Device Market Size, Growth, Trends, Report 2032
✉ info@marketresearchfuture.com 📞 +1 (855) 661-4441(US) 📞 +44 1720 412 167(UK) Global Market Outlook In-depth analysis of global and regional trends Analyze and identify the major players in the market, their market share, key developments, etc. To understand the capability of the major players based on products offered, financials, and strategies. Identify disrupting products, companies, and tr
Microplate System Market Size, Growth, Trends, Report 2032
✉ info@marketresearchfuture.com 📞 +1 (855) 661-4441(US) 📞 +44 1720 412 167(UK) Global Market Outlook In-depth analysis of global and regional trends Analyze and identify the major players in the market, their market share, key developments, etc. To understand the capability of the major players based on products offered, financials, and strategies. Identify disrupting products, companies, and tr
Industrial Semiconductors Market Forecast ,Share ,Strategies , Scope ,Overview
Market Definition Industrial semiconductors are electronic components specifically designed and manufactured for use in industrial applications. These applications encompass a wide range of sectors such as manufacturing, automation, energy, transportation, and more. Industrial semiconductors are engineered to withstand harsh environmental conditions, offer high reliability, and often feature speci
Monitoring Apache Iceberg metadata layer using AWS Lambda, AWS Glue, and AWS CloudWatch | Amazon Web Services
AWS Big Data Blog Monitoring Apache Iceberg metadata layer using AWS Lambda, AWS Glue, and AWS CloudWatch In the era of big data, data lakes have emerged as a cornerstone for storing vast amounts of raw data in its native format. They support structured, semi-structured, and unstructured data, offering a flexible and scalable environment for data ingestion from multiple sources. Data lakes provide
Porcine Elisa Kits Market: A Comprehensive Analysis 2032
Global Porcine Elisa Kits Market Market Research Report: By Sample Type (Serum, Plasma, Tissue Homogenate, Saliva, Fecal Matter), By Disease Type (African Swine Fever, Porcine Reproductive and Respiratory Syndrome, Foot-and-Mouth Disease, Classical Swine Fever, Swine Influenza), By Application (Veterinary Hospitals, Research Laboratories, Agricultural Settings, Biotechnology companies, Diagnostic
Spinal Cord Stimulator Market Size, Growth Outlook 2032 | MRFR
Spinal Cord Stimulator Market Research Report By Product Type (Traditional Spinal Cord Stimulators, Rechargeable Spinal Cord Stimulators, Non-Rechargeable Spinal Cord Stimulators), By Application (Chronic Pain Management, Neuropathic Pain Management, Failed Back Surgery Syndrome), By End User (Hospitals, Ambulatory Surgical Centers, Pain Clinics), By Technology (Closed Loop Systems, Open Loop Syst
10 月 24 日に開催した「Generative AI Summit Tokyo '24 Fall」の基調講演では、生成 AI がビジネスにもたらす可能性と具体的な活用事例、そして LLM 開発の現状について解説しました。 無料で視聴する 生成 AI 活用の 3 段階： 試す → 活用する → 組み込むGoogle Cloud の寳野は、生成 AI への取り組み方として「試す」「活用する」「組み込む」の 3 段階について解説しました。まずは、Gemini アプリのようなチャットアプリを試して AI に慣れ、アイデアを膨らまします。 次に、Gemini for Google Workspace や、Gemini Code Assist のような SaaS 型のエージェントを活用し、汎用的な領域の業務効率化や生産性向上を早期に実現することが可能です。 そして最終的には、自社のコア業務に合わせ
Proton Therapy Equipment Market: Trends & Opportunities 2032
Global Proton Therapy Equipment Market Research Report: By Treatment Facility Type (Hospitals, Ambulatory Surgery Centers, Cancer Centers), By Energy Range (Pencil Beam Scanning (PBS), Intensity-Modulated Proton Therapy (IMPT), Conventional Proton Therapy), By Anatomical Site (Prostate, Lung, Head and Neck, Breast, Other), By Application (Curative, Palliative), By Modality (Single-Room, Multi-Room
AI初心者がAWS Certified AI Practitionerを受験して感じた難易度とポイントについてまとめます - サーバーワークスエンジニアブログ
こんにちは、皆さん。カスタマーサクセス部の塚下です。 今回は少し前に受験したAWS Certified AI Practitionerについて書きたいと思います。 勉強方法については当社のメンバーがすでに他の記事にまとめていると思いますので、 私の方では実際に受験して感じた試験傾向などを中心にまとめてみたいと思います。 AWS Certified AI Practitionerとは？ 私自身のAI理解度について 使用した勉強ソース 実際に試験を受けてみて感じたこと AWS のマネージドサービスを理解しておく AI関連の用語やパラメータについて理解しておく必要がある まとめ AWS Certified AI Practitionerとは？ まずはAWS Certified AI Practitionerについて一応説明しておきます。 AWS Certified AI Practitioner
The Second Half
tldr: We’re at AI’s halftime. For decades, AI has largely been about developing new training methods and models. And it worked: from beating world champions at chess and Go, surpassing most humans on the SAT and bar exams, to earning IMO and IOI gold medals. Behind these milestones in the history book — DeepBlue, AlphaGo, GPT-4, and the o-series — are fundamental innovations in AI methods: search,
Today we’re announcing an expansion of our collaboration with Amazon Web Services (AWS), deepening our work together to develop and deploy advanced AI systems. This expanded partnership includes a new $4 billion investment from Amazon and establishes AWS as our primary cloud and training partner. This will bring Amazon's total investment in Anthropic to $8 billion, while maintaining their position
スタンフォード大学の研究チームが開発した人工知能システム「Mal-ID（MAchine Learning for Immunological Diagnosis）」が、科学誌「Science」で発表された。 Mal-IDは、DNAシーケンシングと機械学習を組み合わせ、免疫システムに蓄積された過去の感染症、疾患、ワクチン接種に関する情報を解読する。 主な特徴 BおよびT細胞免疫受容体の遺伝子配列情報を活用 複数の疾患を同時に診断できる可能性 自己免疫疾患、ウイルス感染、ワクチン反応の診断に有効 研究結果 593人の個人から収集した免疫受容体データセットを分析 COVID-19、HIV、ループス、1型糖尿病、インフルエンザワクチン接種者、健康な個人を含む542人の血液サンプルの免疫状態を正確に識別 トレーニングに使用していないデータに対して0.986のマルチクラス受信者動作特性曲線下面積（AU
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Amazon S3 Access Grants now integrate with AWS Glue - AWS
Fifteen Years of Dev, Deleted — Hello AI
深層学習最適化に革命をもたらす「ADAMG」：パラメータフリーの新時代
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Ambulatory EHR Market Size, Growth Report 2032
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Probabilistic Artificial Intelligence
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Python 3 エンジニア認定データ分析試験 - Cou氏の徒然日記
生成 AI 最前線、ハルシネーションの抑制から最新 LLM 開発まで | Google Cloud 公式ブログ
Powering the next generation of AI development with AWS
Mal-ID：AIが解き明かす免疫システムの秘密 – 単一血液検査で複数疾患を診断する革新技術 - イノベトピア