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)

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…

Microsoft Credentials - Data and AI - まとめ

Data and AI 関連の主な資格 Fundamentals Exam AI-900: Microsoft Azure AI Fundamentals - Certifications | Microsoft Learn Exam DP-900: Microsoft Azure Data Fundamentals - Certifications | Microsoft Learn Role-based Exam AI-102: Designing and…

Microsoft Credentials - Infrastructure - まとめ

Credentials | Microsoft Learn 主なMS資格一覧は以下PDF参照 Become Microsoft Certified 全てのMS資格一覧は以下参照(2024.02現在170資格) Browse Credentials | Microsoft Learn Infrastructure関連の主な資格 Fundamentals Exam AZ-900: Microsoft Azur…

Copilot for Microsoft 365 まとめ

Copilot for Microsoft 365 – Microsoft Adoption 紹介記事のまとめ Bringing the full power of Copilot to more people and businesses - The Official Microsoft Blog The Official Microsoft Blog announced significant updates and expansions to Micr…

1章: Fundamentals of Data Engineering まとめ

Fundamentals of Data Engineering まとめ Link Fundamentals of Data Engineering [Book] 目次en I. Foundation and Building Blocks 1. Data Engineering Described 2. The Data Engineering Lifecycle 3. Designing Good Data Architecture 4. Choosing T…

7章:Generative AI for Beginners講座( by Microsoft)まとめ

概要 生成 AI アプリケーションの開発を始めるために必要な全知識を学べる 12 講座 マイクロソフトのクラウド・アドボケイトが提供 生成 AI アプリケーション構築の基礎知識を習得 URL Generative AI for Beginners https://microsoft.github.io/generative-…

6章:Generative AI for Beginners講座( by Microsoft)まとめ

概要 生成 AI アプリケーションの開発を始めるために必要な全知識を学べる 12 講座 マイクロソフトのクラウド・アドボケイトが提供 生成 AI アプリケーション構築の基礎知識を習得 URL Generative AI for Beginners https://microsoft.github.io/generative-…

目次 Fundamentals of Data Engineering まとめ

Fundamentals of Data Engineering まとめ Link Fundamentals of Data Engineering [Book] 概要 Data engineering has seen significant growth over the past decade. The book provides a comprehensive view for software engineers, data scientists, an…

目次 Fundamentals of Data Visualization まとめ

Fundamentals of Data Visualization まとめ Link 英語版 Fundamentals of Data Visualization [Book] 無料公開Web版 Fundamentals of Data Visualization 日本語版 O'Reilly Japan - データビジュアライゼーションの基礎 概要 Effective visualization is c…