Transformer Explainer: LLM Transformer Model Visually Explained
What is a Transformer? Transformer is a neural network architecture that has fundamentally changed the approach to Artificial Intelligence. Transformer was first introduced in the seminal paper "Attention is All You Need" in 2017 and has since become the go-to architecture for deep learning models, powering text-generative models like OpenAI's GPT, Meta's Llama, and Google's Gemini. Beyond text, T
State of JavaScript 2023
It should be clear by now that, for better or for worse, JavaScript is not slowing down. Between server components, server actions, signals, compilers, and more, we're seeing new innovations pop up faster than most of us can handle. The trick to avoiding the dreaded JavaScript fatigue is remembering that you can pick your lane: sure, you can live life on the cutting edge with the early adopters; b
Introducing postgres.new, the in-browser Postgres sandbox with AI assistance. With postgres.new, you can instantly spin up an unlimited number of Postgres databases that run directly in your browser (and soon, deploy them to S3). Each database is paired with a large language model (LLM) which opens the door to some interesting use cases: Drag-and-drop CSV import (generate table on the fly) Generat
State of HTML 2023
While JavaScript was taking over the web, and CSS was gaining new superpowers year over year, it could seem like HTML was content to stay dormant, happy to cede center stage to its younger siblings. After all once you've learned about <div>s and <h>s 1 through 6, what else is there to know? Quite a lot, as it turns out! Once again we drafted Lea Verou to put her in-depth knowledge of the web platf
Elasticsearch piped query language, ES|QL, now generally available - Elasticsearch Labs
Elasticsearch piped query language, ES|QL, now generally available Elasticsearch Query Language (ES|QL) is now GA. Explore ES|QL's capabilities, learn about ES|QL in Kibana and discover future advancements. Today, we are pleased to announce the general availability of ES|QL (Elasticsearch Query Language), a dynamic language designed from the ground up to transform, enrich, and simplify data invest
Did Google Just Kill Streamlit?
Sitting on my couch, browsing through YouTube recommendations, I came across a video by Prompt Engineering on Google’s latest open-source Python framework named ‘Mesop,’ which is used by teams at Google for internal tooling and rapid prototyping. If you are wondering what ‘Mesop’ means, stop overthinking. Not everything in life makes sense. Will, if you are reading this, drop it in the comments be
Announcing Observable 2.0
Today we’re launching Observable 2.0 with a bold new vision: an open-source static site generator for building fast, beautiful data apps, dashboards, and reports. Our mission is to help teams communicate more effectively with data. Effective presentation of data is critical for deep insight, nuanced understanding, and informed decisions. Observable notebooks are great for ephemeral, ad hoc data ex
Look-up-tables, more commonly referred to as LUTs, are as old as Mathematics itself. The act of precalculating things into a row or table is nothing new. But in the realm of graphics programming, this simple act unlocks some incredibly creative techniques, which both artists and programmers found when faced with tough technical hurdles. We’ll embark on a small journey, which will take us from simp
Octoverse: AI leads Python to top language as the number of global developers surges
Remember when people said AI would replace developers? Our data tells a different story. As AI rapidly expands, developers are increasingly building AI models into applications and engaging with AI projects on GitHub in large numbers. At the same time, we’re seeing an unprecedented number of developers join GitHub from across the globe, and many of these developers are contributing to open source
ITスキルロードマップ roadmap.sh がすごい。Data Analyst について対応する本をまとめた - Qiita
Deleted articles cannot be recovered. Draft of this article would be also deleted. Are you sure you want to delete this article? Developer Roadmapsというサイトがすごいです。ITエンジニアの分野別にスキルアップのロードマップが示されています。 言語、基盤、アプリ、かなり網羅されています。 ということで、AI and Data Scientist Roadmap について書きましたが 今回は Data Analyst Roadmap です。 雑感 このロードマップの続きにAI and Data Scientistがあり、Data AnalystをData Scientistの前段階的に位置付けているのが疑問。Data AnalystとData Sc
State of JavaScript 2023
It should be clear by now that, for better or for worse, JavaScript is not slowing down. Between server components, server actions, signals, compilers, and more, we're seeing new innovations pop up faster than most of us can handle. The trick to avoiding the dreaded JavaScript fatigue is remembering that you can pick your lane: sure, you can live life on the cutting edge with the early adopters; b
Linux Foundation Announces OpenSearch Software Foundation to Foster Open Collaboration in Search and Analytics
6 MIN READ Linux Foundation Announces OpenSearch Software Foundation to Foster Open Collaboration in Search and Analytics The Linux Foundation | 16 September 2024 AWS transfers OpenSearch to the Linux Foundation to support a vendor-neutral community for search, analytics, observability, and vector database software. VIENNA – September 16, 2024 – Today, the Linux Foundation, the nonprofit organizat
State of HTML 2023
While JavaScript was taking over the web, and CSS was gaining new superpowers year over year, it could seem like HTML was content to stay dormant, happy to cede center stage to its younger siblings. After all once you've learned about <div>s and <h>s 1 through 6, what else is there to know? Quite a lot, as it turns out! Once again we drafted Lea Verou to put her in-depth knowledge of the web platf
Agents for Amazon Bedrock now support memory retention and code interpretation (preview) | Amazon Web Services
AWS News Blog Agents for Amazon Bedrock now support memory retention and code interpretation (preview) With Agents for Amazon Bedrock, generative artificial intelligence (AI) applications can run multistep tasks across different systems and data sources. A couple of months back, we simplified the creation and configuration of agents. Today, we are introducing in preview two new fully managed capab
An easy look at Grafana architecture Delve into Grafana's architecture in this article, where I strive to simplify complex concepts. Explore the components that make up Grafana and gain a clear understanding of how they work together to create a seamless monitoring and visualization experience. What is Grafana? Grafana is an open-source platform for monitoring and observability, designed to visual
At Gumroad, we recently embarked on a new project called Helper. As the CEO, I was initially quite optimistic about using htmx for this project, even though some team members were less enthusiastic. My optimism stemmed from previous experiences with React, which often felt like overkill for our needs. I thought htmx could be a good solution to keep our front-end super light. Source with htmx - Cli
State of HTML 2023
While JavaScript was taking over the web, and CSS was gaining new superpowers year over year, it could seem like HTML was content to stay dormant, happy to cede center stage to its younger siblings. After all once you've learned about <div>s and <h>s 1 through 6, what else is there to know? Quite a lot, as it turns out! Once again we drafted Lea Verou to put her in-depth knowledge of the web platf
Datadog provides OSS community support for ruby-lang.org
Posted by hsbt on 30 May 2024 We are excited to announce that Ruby’s official website, ruby-lang.org, has adopted Datadog for monitoring by Datadog OSS community support. This allows us to effectively monitor the performance and availability of the site in real time for Ruby users. This key benefits of using Datadog include the following. CDN Visibility cache.ruby-lang.org provided by Fastly is mo
The Python Graph Gallery has always been a reservoir of inspiration, providing hundreds of foundational chart examples for newcomers and seasoned developers alike. While our vast collection offers a stepping stone into the world of data visualization, the following list stands out. Every chart here represents the pinnacle of craftsmanship, exhibiting the depths to which matplotlib can be customize
State of JavaScript 2023
It should be clear by now that, for better or for worse, JavaScript is not slowing down. Between server components, server actions, signals, compilers, and more, we're seeing new innovations pop up faster than most of us can handle. The trick to avoiding the dreaded JavaScript fatigue is remembering that you can pick your lane: sure, you can live life on the cutting edge with the early adopters; b
Colors… in… spaaaaaaace What is a “color space?” Well first you take some colors. red yellow blue And then you arrange them, however you like, into some kind of space: The space has coordinates. In the little toy color space we've just defined, red is at (x=0,y=1), yellow is at (-1,-1 ), and blue is at ( 1, -1 ). That’s a color space! You might ask: what kind of color might we find at the origin:
Here is a list of common data engineering interview questions, with answers, which you may encounter for an interview as a data engineer. The questions during an interview for a data engineer aim to check not only the grasp of data systems and architectures but also a keen understanding of your technical prowess and problem-solving skills. This article lists essential interview questions and answe
Scientific figures that pop: resources for the artistically challenged
After graduating from the medical and biological illustration programme at Johns Hopkins University in Baltimore, Maryland, Shiz Aoki fulfilled a long-held dream: she launched her own company. Founded in 2010 in Toronto, Canada, Anatomize Studios works with large clients — pharmaceutical companies, magazines and medical professionals with niche needs and capacious budgets. Yet Aoki would often als
Tableauはいいぞ - ブログ - 株式会社JADE
こんにちは。篠原です。 Googleのコアアップデートが3月5日にロールアウトされて、このタイミングでコアアップデートのレポートを書く予定だったのですが全然終わらないですね…。 そんな中の社内のスレッドがこちらです。 活発な社内スレッド。こうして今日も新しいアイデアが生まれる。 ということで「Tableauはいいぞ」になりました。 自分で言っておいてなんですが何書くの… Tableauはいいぞ そもそもTableauを知らないという方に紹介をすると、Tableauはデータ探索を行うためのBIツールです。 LookerStudioのようなものをイメージしていただくと分かりやすいかもしれません。 モダン BI 市場で選ばれている Tableau の分析プラットフォームは、データの探索と管理を簡単に行い、ビジネスや世界を変革する可能性があるインサイトを迅速に見出して共有することを可能にします。
Building flexible data visualizations for international sites For our international clients, we have created dynamic charts and data visualizations for the web. Charts typically render shapes like lines and paths, rectangles and circles. They contain text for titles, axis labels, numerical values and legends. SVG is the good fit for this purpose. It embeds directly into HTML and pairs well with CS
A table of named individuals along with a select set of characteristics. This table arranges records containing personal characteristics as columns and rows. Each person is a row, and each characteristic makes up a different column. The characteristics use different types of data, like dates, numbers, and text. This arrangement makes it easy to look up individual values or make comparisons across
State of HTML 2023
While JavaScript was taking over the web, and CSS was gaining new superpowers year over year, it could seem like HTML was content to stay dormant, happy to cede center stage to its younger siblings. After all once you've learned about <div>s and <h>s 1 through 6, what else is there to know? Quite a lot, as it turns out! Once again we drafted Lea Verou to put her in-depth knowledge of the web platf
Arenas are industries that transform the business landscape. Eighteen future arenas could reshape the global economy and generate $29 trillion to $48 trillion in revenues by 2040. At a glance Arenas are a unique category of industries defined by two characteristics: high growth and dynamism. They capture an outsize share of the economy’s growth, and the market shares of players within them change
Rによる地理空間データの可視化
Rによる地理空間データの可視化 目的：R言語を用いて地理空間データを地図上に示すこと 対象：大学生，ゼミナール生 チュートリアル 1. 都道府県別データによる人口の可視化 1.1 追加データの可視化 1.2 自作データの可視化 1.3 対数による可視化 1.4 ジオメトリの移動による日本地図の可視化 ←（北海道・沖縄県の位置移動） 1.5 地方区分データの可視化 2. 地域メッシュ統計による人口密度の可視化 2.1 コミュニティバス路線上の人口密度の可視化 2.2 OpenStreetMapを背景にした情報通信業事業所数の可視化 2.3 土地利用細分メッシュデータによる土地利用状況の可視化 2.4 商圏内の地域メッシュデータの可視化 2.5 六角形マップによる人口密度の可視化 2.6 標高・傾斜度メッシュデータの可視化 3. 小地域統計による人口の可視化 3.1 小地域統計による人口変化の
The declarative paradigm is becoming ubiquitous in data engineering, to the point we sometimes feel we became YAML developers. Yet, I’ll argue it’s a good thing! Let’s take a step back and look at what it means to be declarative, and how it impacts the data systems we build. Data & logicFundamentally, a data platform is made of 2 pieces: Data. On the frontend, we find the actual files, tables, das
Let’s Architect! Serverless developer experience in AWS | Amazon Web Services
AWS Architecture Blog Let’s Architect! Serverless developer experience in AWS Are you a developer approaching serverless for the first time, or even an experienced one looking for a better way to accelerate your feedback loop from code to production? This collection of resources is perfect for you! There are plenty of developer goodies available on AWS to streamline your code creation and achieve
How Accessibility Standards Can Empower Better Chart Visual Design — Smashing Magazine
Accessibility for data visualization extends well beyond web standards, at least if you’re trying to create an experience that’s actually useful. For the past three years, Kent’s working group at Google has explored techniques for creating useful and accessible visualizations that extend well beyond compliance. During their discussions with designers across the industry, two specific requirements
RubyKaigi Speakers Source Year Name Title 2006 Masayoshi Takahashi Ruby の歴史 2009 Masayoshi Takahashi Keynote Address: Ruby, Nihon Ruby-no-Kai and me 2011 Masayoshi Takahashi Ruby-no-kai Itself and Some Related Projects. 2013 Masayoshi Takahashi The History of Ruby;20th Anniversary Ed. 2019 Masayoshi Takahashi (partially) Non-volatile mruby 2006 井上 浩 NaCl のオープンソース戦略〜そして今後の Ruby 戦略に関して〜 2006 Yukihir
It used to be easy to pick colors for design systems. Years ago, you could pick a handful of colors to match your brand’s ethos, or start with an off-the-shelf palette (remember flatuicolors.com?). Each hue and shade served a purpose, and usually had a quirky name like “idea yellow” or “innovation blue”. This hands-on approach allowed for control and creativity, resulting in color schemes that cou
Alternatives To Typical Technical Illustrations And Data Visualisations — Smashing Magazine
Thomas Bohm rethinks technical illustrations and data visualizations, sharing interesting and uncommon examples of how to present data and information. Bar graphs and pie charts are great, but there’s so much more to explore! Good technical illustrations and data visualisations allow users and clients to, in a manner of speaking, take time out, ponder and look at the information in a really access
はじめにサンディエゴは、日差しも海もあっけらかんとしていて、初めて訪れたはずなのに、なぜか親しみを感じる。 2024年5月、二度目のTableau Conference。Ambassadorも二年目を迎え、仲間を率いるリーダーとしての自覚と、周囲の期待（会場の壁やキーノートのCEOセクションの表紙に自分を見つける驚きと感動は言葉にできない）を身にまとって、私は充実した時を過ごしていた。 …はずだった。 二時間にわたるキーノートを聴き終え、よろよろと会場を出た後、私は半ば茫然と、会場のテラスで海と青い空を眺めていた。 変化の予感。その気配に、胸を躍らせたDataFamばかりではないことはすぐに分かった。 気配はあった。それこそ、去年のTableau Conferenceから。もしかしたら、もっと前から。この１年間、ずっと、ずっと悩んでいた。 これまでと同じやり方でFamを率いる事が難しいのは
Here we continue the series of posts on the development of a command-line shell which defies terminal emulation by using the display server API locally and a purpose built network protocol remotely. Previous episodes include: The Day of a new Command-Line Interface: Shell (high level) Whipping up a new Shell – Lash#Cat9 (technical demo), Cat9 Microdosing: Stash and List (feature highlight), Cat9 M
Unlocking Insights with High-Quality Dashboards at Scale - Spotify Engineering
August 28, 2024 Published by Skyler Johnson, Senior Data Scientist We have a lot of dashboards at Spotify. Our Insight teams and analysts from across the company are constantly whipping up new dashboards for stakeholders and themselves, helping answer those big data-driven questions every day. These dashboards tackle everything from frequently used key metrics to exploratory insights and operation
The company and product has been rapidly shifting. Is it near the end? Is Tableau Dead?No... and Yes. The momentum and community around Tableau has been lost. But current and projected future revenue growth is solid. It's not the company that it used to be, but it'll be a major player as long as it's tied to Salesforce. Similar to how no one celebrates Oracle products and shouts from the rooftops,
[ae + bg af + bh]\n[c d] [i j] / |ci + dj cx + dy|\n\nI know it seems confusing now but once you try doing some problems yourself, I promise you it becomes easier! Just remember that order matters when multiplying matrices - so make sure the rows and columns match up correctly. Have fun practicing!"},"seed_data":{"kind":"string","value":"auto_math_text"},"format":{"kind":"string","value":"educatio
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postgres.new: In-browser Postgres with an AI interface
How video games use LUTs and how you can too
An easy look at Grafana architecture
</> htmx ~ Why Gumroad Didn't Choose htmx
Best Python Chart Examples
Okay, Color Spaces — ericportis.com
Data Engineer: Interview Questions
Responsive bar charts in HTML and CSS - 9elements
The Design Philosophy of Great Tables – great_tables
The next big arenas of competition
YAML developers and the declarative data platforms
RubyKaigi Speakers
How to generate color palettes for design systems
さぁ、新しいTableau Creatorの姿について話そう。｜Rika Fujiwara
A Spreadsheet and a Debugger walk into a Shell
Is Tableau Dead? The Future of Tableau
HuggingFaceTB/cosmopedia · Datasets at Hugging Face