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  • This is The Entire Computer Science Curriculum in 1000 YouTube Videos

    This is The Entire Computer Science Curriculum in 1000 YouTube Videos In this article, we are going to create an entire Computer Science curriculum using only YouTube videos. The Computer Science curriculum is going to cover every skill essential for a Computer Science Engineer that has expertise in Artificial Intelligence and its subfields, like: Machine Learning, Deep Learning, Computer Vision,

      This is The Entire Computer Science Curriculum in 1000 YouTube Videos
    • Google Best Practices for Java Libraries

      Google Best Practices for Java Libraries Google Best Practices for Java Libraries are rules that minimize problems for consumers of interconnected Java libraries. These practices come from decades of aggregated experience in maintaining open source Java libraries and are informed by many hard-learned lessons from mistakes that have been made. We have found that following these rules results in hig

      • 地方IT企業の戦略を広げる 技術選択としてのReact Native

        Transcript ஍ํITاۀͷઓུΛ޿͛Δ ٕज़બ୒ͱͯ͠ͷ React Native Yukiya Nakagawa @ WaterCell Inc. 2019.10.11 MOBILE CREW NIIGATA 2019 ࣗݾ঺հ • த઒ ޾࠸ / Nkzn / ͳ͔͟Μ • ্ӽࢢग़਎ • ϞόΠϧΤϯδχΞ ʢReact Native, Android, PWAʣ • ೋࣇͷ෕Ͱ࠺ͷ෉ ຊ͕޷ධͰ͢ • ͨͬͨ1೔Ͱجຊ͕਎ʹ෇͘ʂ AndroidΞϓϦ։ൃ௒ೖ໳ • ٕज़ධ࿦ࣾ • 224ϖʔδ / 2,280ԁʴ੫ • https://gihyo.jp/book/ 2018/978-4-297-10004-9 ࠓճɺAndroidΤϯδχΞΒ͍͠࿩͸͚ͩ͜͜ • ΢Υʔλʔηϧגࣜձࣾ https://water-cell.jp • 2011೥૑ۀͷ৽ׁࢢͷϕϯνϟʔا

          地方IT企業の戦略を広げる 技術選択としてのReact Native
        • Windows環境で利用できるMicrosoft製負荷ツール

          CPUに負荷を掛けるCPUに負荷を掛ける場合は、開発者・管理者向けのトラブルシューティングツール「Windows Sysinternals」で提供されている「CPUSTRES」を利用します。 ツールは以下からダウンロードできます。 CpuStres - Windows Sysinternals | Microsoft Docs ダウンロードしたZipファイルを解凍し、OS環境に応じたファイルを実行します。 32ビットOSなら「CPUSTRES.EXE」64ビットOSなら「CPUSTRES64.EXE」CPUSTRESを実行すると、次のような画面が表示されるので、必要な項目を選択することで、CPUに負荷を掛けることができます。 たとえば、2コアのマシンでCPU使用率を100%にしたい場合は まず、Thead1・Thread2を選択した状態で、右クリックメニューから「Activity Leve

            Windows環境で利用できるMicrosoft製負荷ツール
          • Gmailと米国Yahoo!のあれ(2024年2月) - /var/lib/azumakuniyuki

            メールシステム担当の人はもちろん、インフラ担当の人もDNSの設定とかで既に知ってはると思いますが、 10月にGoogleが発表した2024年2月から始まるGmailとYahoo!(米国)におけるスパム対策強化のあれです。 海外では数年前から"No Auth, No Entry"って「代表なくして課税なし」みたいな感じで言われているアレです。 識者の方々がいろんなところで記事にしてはりますので、他のところであんまり書かれていない気がするとこだけ記します。 まずは公式情報 Google Googleについては以下の二ヶ所を読んで理解して実践しておけば大丈夫そうです、たぶん。 パラメーターのhl=enをhl=jaに変えると日本語版になりますが、更新されるのが遅いので最初に英語版を見ておくのが良いです。 Email Sender Guidelines(81126) Email Sender Gui

              Gmailと米国Yahoo!のあれ(2024年2月) - /var/lib/azumakuniyuki
            • Do You Really Need Redis? How to Get Away with Just PostgreSQL

              Do You Really Need Redis? How to Get Away with Just PostgreSQL There’s a tried-and-true architecture that I’ve seen many times for supporting your web services and applications: PostgreSQL for data storage Redis for coordinating background job queues (and some limited atomic operations) Redis is fantastic, but what if I told you that its most common use cases for this stack could actually be achie

                Do You Really Need Redis? How to Get Away with Just PostgreSQL
              • Redis Explained

                Redis Explained InfographicWhat is Redis?Redis (“REmote DIctionary Service”) is an open-source key-value database server. The most accurate description of Redis is that it's a data structure server. This specific nature of Redis has led to much of its popularity and adoption amongst developers. 👋🏾You are reading Architecture Notes! Crave some byte-sized bites of this? Join me on Twitter. If it's

                  Redis Explained
                • 大実験!ChatGPTは競プロの問題を解けるのか (2024年5月版) - E869120's Blog

                  1. はじめに 2024 年 5 月 14 日、OpenAI 社から新たな生成 AI「GPT-4o」が発表され、世界に大きな衝撃を与えました。これまでの GPT-4 よりも性能を向上させただけでなく1、音声や画像のリアルタイム処理も実現し、さらに応答速度が大幅に速くなりました。「ついにシンギュラリティが来てしまったか」「まるで SF の世界を生きているような感覚だ」という感想も見受けられました。 しかし、いくら生成 AI とはいえ、競技プログラミングの問題を解くのは非常に難しいです。なぜなら競技プログラミングでは、問題文を理解する能力、プログラムを実装する能力だけでなく、より速く答えを求められる解法 (アルゴリズム) を考える能力も要求されるからです。もし ChatGPT が競技プログラミングを出来るようになれば他のあらゆるタスクをこなせるだろう、と考える人もいます。 それでは、現代最強の

                    大実験!ChatGPTは競プロの問題を解けるのか (2024年5月版) - E869120's Blog
                  • GPT-4, GPT-3.5 の API を利用して JSON だけ生成する (Function calling)

                    先日 OpenAI API のアップデートが以下のように発表されました。 一番の注目は Function calling じゃないでしょうか? 名前から「関数を呼び出せるのかな?」と一番最初に想像しちゃいますが、この機能の革新的な部分は「JSON を作成してくれる」ところだと思っています。 JSON を作れると嬉しいことがいっぱいありますね! ダミーデータの作成 生成した JSON をそのままレスポンスとして返すエンドポイントの作成 テストとしても良い 関数や外部 API の呼び出し 今までは難しかった JSON の作成 今まで、JSON を作成してもらうにあたって gpt-3.5-turbo を用いて JSON を作成させようとするとほぼ失敗していました。それで gpt-4 のモデルを利用して JSON を作成させますが、このモデルはほとんど正確になる一方で処理速度がかなり遅くなる点がネ

                      GPT-4, GPT-3.5 の API を利用して JSON だけ生成する (Function calling)
                    • Draw SVG rope using JavaScript

                      This is an interactive article. To fully experience it, you'll need to turn JavaScript on. Today, I'll take you through the process I came up with in regard to transforming an SVG path into a vector rope drawing. We'll learn how to turn the path on the left into the rope on the right: The problem popped up on a project my colleagues were working on, and it stuck with me. I thought about it and sta

                        Draw SVG rope using JavaScript
                      • xz-utils backdoor situation (CVE-2024-3094)

                        xz-backdoor.md FAQ on the xz-utils backdoor (CVE-2024-3094) This is still a new situation. There is a lot we don't know. We don't know if there are more possible exploit paths. We only know about this one path. Please update your systems regardless. This is a living document. Everything in this document is made in good faith of being accurate, but like I just said; we don't yet know everything abo

                          xz-utils backdoor situation (CVE-2024-3094)
                        • Introducing AWS Chatbot: ChatOps for AWS | Amazon Web Services

                          AWS DevOps Blog Introducing AWS Chatbot: ChatOps for AWS **This post was written while AWS Chatbot was still in beta. AWS Chatbot is now generally available. The information contained within this post is still relevant and helpful.** DevOps teams widely use chat rooms as communications hubs where team members interact—both with one another and with the systems that they operate. Bots help facilita

                            Introducing AWS Chatbot: ChatOps for AWS | Amazon Web Services
                          • Announcing Microsoft Copilot, your everyday AI companion - The Official Microsoft Blog

                            All Microsoft Global Microsoft 365 Teams Copilot Windows Surface Xbox Deals Small Business Support Software Windows Apps AI Outlook OneDrive Microsoft Teams OneNote Microsoft Edge Skype PCs & Devices Computers Shop Xbox Accessories VR & mixed reality Certified Refurbished Trade-in for cash Entertainment Xbox Game Pass Ultimate PC Game Pass Xbox games PC and Windows games Movies & TV Business Micro

                              Announcing Microsoft Copilot, your everyday AI companion - The Official Microsoft Blog
                            • WebVM: server-less x86 virtual machines in the browser

                              TL;DR — We made a server-less virtual Linux environment that runs unmodified Debian binaries in the browser. This is powered by CheerpX, a WebAssembly virtualization platform. Feel free to play with it and report bugs: https://webvm.io WebVM — a server-less virtual Linux environment running fully client-side in HTML5/WebAssembly. The web platform is well on its way to becoming the dominant platfor

                                WebVM: server-less x86 virtual machines in the browser
                              • Railway

                                Instant Deployments, Effortless ScaleRailway is the cloud for building, shipping, and monitoring applications. No Platform Engineer required. 1 Now Boarding, Express Start at Bullet SpeedRailway provides infrastructure primitives with sane defaults to manage secrets, builds, and deploys. So you can start quickly and focus on your product. 2 Leaving the Station Iterate and AccelerateRailway automat

                                  Railway
                                • Checkboxland

                                  Checkboxland Render anything as HTML checkboxes Overview Checkboxland is a JavaScript library for rendering anything as HTML checkboxes. You can use it to display animations, text, images, video, and arbitrary data. It also supports plugins, so you can add your own APIs. Checkboxland is dependency-free, framework-agnostic, and fun! 🙃 Why does this even exist? Here's some background. Limitations H

                                    Checkboxland
                                  • Introducing Amazon Managed Workflows for Apache Airflow (MWAA) | Amazon Web Services

                                    AWS News Blog Introducing Amazon Managed Workflows for Apache Airflow (MWAA) As the volume and complexity of your data processing pipelines increase, you can simplify the overall process by decomposing it into a series of smaller tasks and coordinate the execution of these tasks as part of a workflow. To do so, many developers and data engineers use Apache Airflow, a platform created by the commun

                                      Introducing Amazon Managed Workflows for Apache Airflow (MWAA) | Amazon Web Services
                                    • Upgrading GitHub.com to MySQL 8.0

                                      EngineeringUpgrading GitHub.com to MySQL 8.0GitHub uses MySQL to store vast amounts of relational data. This is the story of how we seamlessly upgraded our production fleet to MySQL 8.0. Over 15 years ago, GitHub started as a Ruby on Rails application with a single MySQL database. Since then, GitHub has evolved its MySQL architecture to meet the scaling and resiliency needs of the platform—includi

                                        Upgrading GitHub.com to MySQL 8.0
                                      • Sensu | How Kubernetes works

                                        August 8, 2019 // Jef Spaleta Sensu, Inc. This post walks you through how Kubernetes works, breaking down the individual components to illustrate how K8s helps you manage the lifecycle of containerized applications. DevOps It’s no secret that the popularity of running containerized applications has exploded over the past several years. Being able to iterate and release an application by provisioni

                                        • 「iOS 13.2」ではバックグラウンドのアプリが強制終了されてしまうとの声が続出

                                          iPhoneやiPadのOSであるiOS 13やiPadOS 13の最新バージョン「13.2」のユーザーから、OSがメモリのデータを過剰に管理しすぎるせいで、アプリを切り替えると使用状況が失われてしまうという声が相次いでいます。 Complaints Mounting About iOS 13.2 Being 'More Aggressive at Killing Background Apps and Tasks' - MacRumors https://www.macrumors.com/2019/10/31/ios-13-2-safari-refreshing-poor-ram-management/ iOS 13 is killing background apps more frequently, iPhone owners report - The Verge https://

                                            「iOS 13.2」ではバックグラウンドのアプリが強制終了されてしまうとの声が続出
                                          • AWS Lambda Under the Hood

                                            Transcript Danilov: We'll talk about AWS Lambda, how it's built, how it works, and why it's so cool. My name is Mike Danilov. I'm a Senior Principal Engineer at AWS Serverless. A decade ago, I joined EC2 networking team, and it was a fantastic ride. Then, five years back, I heard about Lambda. I really liked the simplicity of the idea. We run your code in the cloud, no servers needed, so I joined

                                              AWS Lambda Under the Hood
                                            • iALSによる行列分解の知られざる真の実力

                                              以下では、この表データは \(X\) という行列にまとめられているとします。上記テーブルに含まれる user_id 数を \(N_U\) , item_id 数を \(N_I\) とするとき、 \(X\) は \( N_U \times N_I\) 行列であり、その第 \(i\) 行は user_id として \(\mathrm{user}[i]\) を持つユーザーに、第 \(j\) 列 は item_id として \(\mathrm{item}[j]\) を持つアイテムに対応するとします。このマッピングのもと、 \(X\) の \(i\) 行 \(j\) 列の要素は、以下の式で与えられます。 $$ X_{ij} = \begin{cases} 1 & (\text{if } \mathrm{user}[i] \text{ and } \mathrm{item}[j] \text{ had

                                                iALSによる行列分解の知られざる真の実力
                                              • DBLog: A Generic Change-Data-Capture Framework

                                                Andreas Andreakis, Ioannis Papapanagiotou OverviewChange-Data-Capture (CDC) allows capturing committed changes from a database in real-time and propagating those changes to downstream consumers [1][2]. CDC is becoming increasingly popular for use cases that require keeping multiple heterogeneous datastores in sync (like MySQL and ElasticSearch) and addresses challenges that exist with traditional

                                                  DBLog: A Generic Change-Data-Capture Framework
                                                • Build a CQRS event store with Amazon DynamoDB | Amazon Web Services

                                                  AWS Database Blog Build a CQRS event store with Amazon DynamoDB The command query responsibility segregation (CQRS) pattern, derived from the principle of command-query separation, has been popularized by the domain-driven design community. CQRS architectures that use event sourcing save generated events in an append-only log called an event store. By using event sourcing, you can, among other ben

                                                    Build a CQRS event store with Amazon DynamoDB | Amazon Web Services
                                                  • Catalog of Patterns of Distributed Systems

                                                    Distributed systems provide a particular challenge to program. They often require us to have multiple copies of data, which need to keep synchronized. Yet we cannot rely on processing nodes working reliably, and network delays can easily lead to inconsistencies. Despite this, many organizations rely on a range of core distributed software handling data storage, messaging, system management, and co

                                                      Catalog of Patterns of Distributed Systems
                                                    • Organizational Structure

                                                      GitLab has at most eight layers in the company structure (Associate/Intermediate/Senior, Manager, Senior Manager, Director, Senior Director and/or VP, Executives, CEO). You can skip layers but you generally never have someone reporting to the same layer (Example of a VP reporting to a VP). Dual Career Path at GitLab A dual career path is a career path that allows upward mobility for team members w

                                                        Organizational Structure
                                                      • Amazon Is Booting Parler Off Of Its Web Hosting Service

                                                        Amazon notified Parler that it would be cutting off the social network favored by conservatives and extremists from its cloud hosting service Amazon Web Services, according to an email obtained by BuzzFeed News. The suspension, which will go into effect on Sunday just before midnight, means that Parler will be unable to operate and will go offline unless it can find another hosting service. People

                                                          Amazon Is Booting Parler Off Of Its Web Hosting Service
                                                        • How it works: The novel HTTP/2 ‘Rapid Reset’ DDoS attack | Google Cloud Blog

                                                          Hear monthly from our Cloud CISO in your inboxGet the latest on security from Cloud CISO Phil Venables. Subscribe A number of Google services and Cloud customers have been targeted with a novel HTTP/2-based DDoS attack which peaked in August. These attacks were significantly larger than any previously-reported Layer 7 attacks, with the largest attack surpassing 398 million requests per second. The

                                                            How it works: The novel HTTP/2 ‘Rapid Reset’ DDoS attack | Google Cloud Blog
                                                          • How are Unix pipes implemented?

                                                            This article is about how pipes are implemented the Unix kernel. I was a little disappointed that a recent article titled “How do Unix pipes work?” was not about the internals, and curious enough to go digging in some old sources to try to answer the question. What are we talking about? Pipes are “perhaps the single most striking invention in Unix” — a defining characteristic of the Unix philosoph

                                                              How are Unix pipes implemented?
                                                            • Rust Lang Roadmap for 2024 | Inside Rust Blog

                                                              Apr. 4, 2022 · Josh Triplett, Niko Matsakis on behalf of The Rust Lang Team Note: this blog post is a snapshot of the living roadmap at https://lang-team.rust-lang.org/roadmaps/roadmap-2024.html. Subsequent changes may occur in that version, but not in this blog post. Please see that page for the most up-to-date version. Lang Team Roadmap 2024 Rust 1.0 was released in 2015. Since that time, we've

                                                                Rust Lang Roadmap for 2024 | Inside Rust Blog
                                                              • Google Cloud Status Dashboard

                                                                The following is a correction to the previously posted ISSUE SUMMARY, which after further research we determined needed an amendment. All services that require sign-in via a Google Account were affected with varying impact. Some operations with Cloud service accounts experienced elevated error rates on requests to the following endpoints: www.googleapis.com or oauth2.googleapis.com. Impact varied

                                                                • SRE for single-tiered software applications | Google Cloud Blog

                                                                  In cloud operations, we often hear about the benefits of microservices over monolithic architecture. Indeed, microservices help manage hardware being abstracted away and push developers towards resilient, distributed designs. However, many enterprises still have monolithic architectures which they need to maintain. For this post, we’ll use Wikipedia’s definition of a monolith: “A single-tiered sof

                                                                    SRE for single-tiered software applications | Google Cloud Blog
                                                                  • Interesting Programming Languages

                                                                    An opinionated collection of programming languages. This is a list of what I consider interesting. Requests to add to this list are welcome, but there is no guarantee I’ll include them. As you can see many mainstream programming languages are misssing from this list. Alore is a language that explores optional typing in a Python-like programming language.Alpaca is a statically typed, strict/eagerly

                                                                    • Operating Lambda: Anti-patterns in event-driven architectures – Part 3 | Amazon Web Services

                                                                      AWS Compute Blog Operating Lambda: Anti-patterns in event-driven architectures – Part 3 In the Operating Lambda series, I cover important topics for developers, architects, and systems administrators who are managing AWS Lambda-based applications. This three-part section discusses event-driven architectures and how these relate to Lambda-based applications. Part 1 covers the benefits of the event-

                                                                        Operating Lambda: Anti-patterns in event-driven architectures – Part 3 | Amazon Web Services
                                                                      • A Guide to Secrets Management with GitOps and Kubernetes

                                                                        Rationale The entire premise behind GitOps is to use Git as the source of truth for infrastructure and application configuration, taking advantage of Git workflows, while at the same time, having automation that realizes the configurations described in Git repositories (GitOps operators when we are deploying to Kubernetes). That said, both infrastructure configuration and application configuration

                                                                          A Guide to Secrets Management with GitOps and Kubernetes
                                                                        • JQuery to React: How we rewrote the HelloSign Editor

                                                                          HelloSign is a Dropbox company that provides a Web-based eSignature solution: If you have a document you want someone to sign, you upload the document file, then show you an editor in which you place all the fields to build the form the recipient will fill out—signatures, dates, initials, etc. You send this prepared form to the recipient. When they’re done signing, everything is reassembled into a

                                                                            JQuery to React: How we rewrote the HelloSign Editor
                                                                          • An AnandTech Interview with Jim Keller: 'The Laziest Person at Tesla'

                                                                            Topics Covered AMD, Zen, and Project Skybridge Managing 10000 People at Intel The Future with Tenstorrent Engineers and People Skills Arm vs x86 vs RISC-V Living a Life of Abstraction Thoughts on Moore's Law Engineering the Right Team Idols, Maturity, and the Human Experience Nature vs Nurture Pushing Everyone To Be The Best Security, Ethics, and Group Belief Chips Made by AI, and Beyond Silicon A

                                                                              An AnandTech Interview with Jim Keller: 'The Laziest Person at Tesla'
                                                                            • Even Amazon can't make sense of serverless or microservices

                                                                              May 4, 2023 Even Amazon can't make sense of serverless or microservices The Prime Video team at Amazon has published a rather remarkable case study on their decision to dump their serverless, microservices architecture and replace it with a monolith instead. This move saved them a staggering 90%(!!) on operating costs, and simplified the system too. What a win! But beyond celebrating their good se

                                                                                Even Amazon can't make sense of serverless or microservices
                                                                              • Post-Incident Review on the Atlassian April 2022 outage - Atlassian Engineering

                                                                                This PIR is available in the following languages:日本語 | 简体中文 | 繁體中文 | Deutsch | English | Español | Français | Italiano | 한국어 | Polski | Português | русский. Letter from our co-founders & co-CEOs We want to acknowledge the outage that disrupted service for customers earlier this month. We understand that our products are mission critical to your business, and we don't take that responsibility light

                                                                                  Post-Incident Review on the Atlassian April 2022 outage - Atlassian Engineering
                                                                                • Migrating millions of lines of code to TypeScript

                                                                                  On Sunday March 6, we migrated Stripe’s largest JavaScript codebase (powering the Stripe Dashboard) from Flow to TypeScript. In a single pull request, we converted more than 3.7 million lines of code. The next day, hundreds of engineers came in to start writing TypeScript for their projects. Seriously unreal. I remember a short time ago laughing at the idea of typescript ever landing at Stripe, an

                                                                                    Migrating millions of lines of code to TypeScript