kaeken(嘉永島健司)のTech探究ブログ

主に情報科学/情報技術全般に関する知見をポストします。(最近は、特にData Science、機械学習、深層学習、統計学、Python、数学、ビッグデータ)

2024-01-01から1年間の記事一覧

AI Index Report 2024 by Stanford University 概要

AI

AI Index Report 2024 – Artificial Intelligence Index 1. AI beats humans on some tasks, but not on all. AI has surpassed human performance on several benchmarks, including some in image classification, visual reasoning, and English understa…

2024年5月AI関連イベント情報

5/8 生成AIカンファレンス2024 | 日本最大級の生成AIイベント About 日時 2024年5月8日(水)10:00 - 18:30 懇親会 18:45~20:30 ※開場時間 9:30 開催方式 ハイブリッド開催 場所 オフライン:東京大学伊藤謝恩ホール オンライン:オンライン配信 ハッシュタ…

次世代認証技術FIDO(Fast Identity Online, ファイド)まとめ

FIDO(ファイド): Fast IDentity Online(素早いオンライン認証)の略語 従来のパスワードに代わるとみられている認証技術のひとつ 業界団体であるFIDO Allianceによって規格の策定と普及推進が行われている FIDO Alliance - Open Authentication Standards M…

(更新中)『データ分析に必須の知識・考え方 認知バイアス入門』要約

背景 そもそも自分や他人の「先入観」「偏見」「思い込み」「誤解」を把握して、改善したい そのための具体的なアプローチとして「認知バイアス」という心理学の考え方がある 多種多様な認知バイアスのうち、データ分析業務に関連する認知バイアス本が2023年…

Exam SC-900: Microsoft Security, Compliance, and Identity Fundamentals 対策まとめ

overview Microsoft Certified: Security, Compliance, and Identity Fundamentals - Certifications | Microsoft Learn https://query.prod.cms.rt.microsoft.com/cms/api/am/binary/RE2PjDI 評価されるスキル/理解 セキュリティ、コンプライアンス、ID の…

LiDAR(Light Detection and Ranging)技術まとめ

概要 LiDAR(ライダー)とは Light Detection And Ranging 光による検知と測距 近赤外光や可視光、紫外線を使って対象物に光を照射し、その反射光を光センサでとらえ距離を測定するリモートセンシング(離れた位置からセンサーを使って感知する)方式 en.wikip…

『解像度を上げる――曖昧な思考を明晰にする「深さ・広さ・構造・時間」の4視点と行動法』まとめ

Biz

概要 書籍 Amazon.co.jp: 解像度を上げる――曖昧な思考を明晰にする「深さ・広さ・構造・時間」の4視点と行動法 eBook : 馬田隆明: Kindle Store 著者 Takaaki Umada (馬田隆明) 個人サイト 東京大学 FoundX ディレクター。 日本マイクロソフトを経て、2016…

Exam DP-900: Microsoft Azure Data Fundamentals 対策まとめ

overview Exam DP-900: Microsoft Azure Data Fundamentals - Certifications | Microsoft Learn Exam Overview Title: Exam DP-900: Microsoft Azure Data Fundamentals Purpose: Demonstrating knowledge of core data concepts and Microsoft Azure data …

Exam AI-900: Microsoft Azure AI Fundamentals 対策まとめ

基本 MS Learnにて基本を学習 Exam AI-900: Microsoft Azure AI Fundamentals - Certifications | Microsoft Learn 出題範囲 Describe Artificial Intelligence workloads and considerations (15–20%) Describe fundamental principles of machine learning…

Azure Cosmos DB 概要まとめ

overview overview Azure Cosmos DB | Microsoft Learn Title: Azure Cosmos DB – Unified AI Database Summary: Designed for modern applications needing high responsiveness and constant availability. Provides a unified database solution for AI a…

The Era of 1-bit LLMs by Microsoft まとめ

LLM

overview Title: The Impact of 1-Bit LLM: A 8.9-Fold Speed Increase with BitNet 1.58Bits Significant Advancement in LLMs: Introduction of a 1-bit LLM, "BitNet 1.58Bits," by Microsoft's China team. Leap in Efficiency and Performance: Transit…

(更新中)『プロジェクトのトラブル解決大全 小さな問題から大炎上まで使える「プロの火消し術86」』まとめ

Amazon.co.jp: プロジェクトのトラブル解決大全 小さな問題から大炎上まで使える「プロの火消し術86」 eBook : 木部 智之: Kindle Store 目次 第1章 最初の準備――9割の人がスタートでつまずく 第2章 状況把握――効率的な現場検証と聴取の方法 第3章 原因…

Azure Policy 概要まとめ

overview Azure Policy documentation | Microsoft Learn Overview Azure Policy evaluates resources by comparing them to business rules in JSON format, known as policy definitions. Policy initiatives group several rules for simplified manageme…

3 big AI trends to watch in 2024 - SLM, Multimodal AI, AI in science まとめ

overview SLM(Small language models) Multimodal AI AI in science overview 3 big AI trends to watch in 2024 1. Increased Accessibility: AI technology will become more user-friendly and accessible to a wider audience, making it easier for peo…

ScrumMasterWay - concept how to achieve excellence with Scrum and to become The Great ScrumMaster まとめ

overview The core elements of #ScrumMasterWay Three levels of #ScrumMasterWay book ScrumMasterWay - concept how to achieve excellence with Scrum and to become The Great ScrumMaster overview Title: ScrumMasterWay Summary: The #ScrumMasterWa…

FinOps まとめ

overview FinOps Foundation State of FinOps ’24 State of FinOps Survey 1. New key priorities of reducing waste and managing commitments, mirroring economic uncertainty 2. Though a top priority, majority heavily optimize only compute spend, …

Azure Products 一覧まとめ

overview products AI and Machine Learning - Azure Services | Microsoft Azure Azure Analytics Services | Microsoft Azure Azure Compute—Virtualization and Scalability | Microsoft Azure Azure Databases - Types of Databases on Azure | Microsof…

Cohere: The leading AI platform for enterprise まとめ

LLM

overview about products model/commands model/embed Coral | Cohere Chat | Cohere Summarize - Instant Text Summarization with LLMs | Cohere Generate - AI-Powered Text Generation with LLMs | Cohere Embeddings - Text Embeddings with Advanced L…

Gradio: Build Machine Learning Web Apps — in Python まとめ

overview quick start playground demo list overview Gradio Gradio: Build Machine Learning Web Apps — in Python Quickly Build Demos or Web Apps: Easily create a demo or web application for your machine learning model, API, or any arbitrary P…

Building Generative AI Applications with Gradio | DeepLearning.AI Short Courses まとめ

overview Introduction lesson 1: NLP tasks with a simple interface lesson 2: Image captioning app lesson 3: Image generation app lesson 4: Describe-and-Generate game lesson 5: Chat with any LLM overview Building Generative AI Applications w…

The SPACE of Developer Productivity まとめ

The SPACE of Developer Productivity - ACM Queue overview What is the SPACE framework? SPACE is a developer productivity framework, encapsulating key research findings. Led by Nicole Forsgren of the DORA team, SPACE offers a comprehensive v…

Professional Scrum™ Certifications まとめ

Professional Scrum™ Certifications | Scrum.org overview category Professional Scrum Master™ Certifications | Scrum.org Professional Scrum Product Owner™ Certifications | Scrum.org Professional Scrum Developer™ Certification | Scrum.org Sca…

Azure DevOps 概要まとめ

overview service Azure Boards | Microsoft Azure Azure Repos – Git Repositories | Microsoft Azure Azure Pipelines | Microsoft Azure Azure Test Plans | Microsoft Azure Azure Artifacts | Microsoft Azure certification materials overview Azure …

Scrum.orgにおけるScrum基本解説 まとめ

overview keywords tutorial 1 What is Scrum? | Scrum.org 2 The Scrum Team 2.1 What is a Scrum Master? 2.2 What is a Product Owner? 2.3 What is a Developer? 3 The Scrum Events 3.1 What is a Sprint? 3.2 What is Sprint Planning? 3.3 What is a …

The Art of Agile Development 2nd Edition 概要まとめ

The Art of Agile Development, 2nd Edition [Book] overview table of contents others overview Title: The Art of Agile Development, 2nd Edition Clarification of Agile: Aims to clarify misunderstandings about Agile in software development. Aut…

Develop Generative AI solutions with Azure OpenAI Service まとめ

overview learning path Get started with Azure OpenAI Service - Training | Microsoft Learn Build natural language solutions with Azure OpenAI Service - Training | Microsoft Learn Apply prompt engineering with Azure OpenAI Service - Training…

(更新中)Semantic Kernel まとめ

overview microsoft/semantic-kernel: Integrate cutting-edge LLM technology quickly and easily into your apps Create AI agents with Semantic Kernel | Microsoft Learn How Business Thinkers Can Start Building AI Plugins With Semantic Kernel - …

Microsoft Applied Skills まとめ

Announcing Microsoft Applied Skills, the new credentials to verify in-demand technical skills - Microsoft Community Hub Microsoft Applied Skills process overview | Microsoft Learn Applied Skills frequently asked questions | Microsoft Learn…

Exam AZ-900: Microsoft Azure Fundamentals 対策まとめ

基本 MS Learnにて基本を学習 Course AZ-900T00--A: Microsoft Azure Fundamentals - Training | Microsoft Learn Microsoft Azure Fundamentals: Describe cloud concepts - Training | Microsoft Learn 要点 Azure-in-bullet-points/AZ-900 Microsoft Azur…

Learn Generative AI from DeepLearning.AI Short Courses 概要まとめ

Short Courses | Learn Generative AI from DeepLearning.AI Andrew Ng氏率いるDeepLearning.AIにて、Gen AIショートコースが多数リリースされており、その概要を紹介 2024/02現在22コース ChatGPT Prompt Engineering for Developers LangChain for LLM App…