Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Intro to ML Ops in Azure

Avatar for Daron Yondem Daron Yondem
May 25, 2021
Technology
130
0

Intro to ML Ops in Azure

Avatar for Daron Yondem

Daron Yondem

May 25, 2021

More Decks by Daron Yondem

See All by Daron Yondem
Building Agentic LLM Workflows with AutoGen
Avatar for Daron Yondem daronyondem
0
130
Solo to Scale, Building a People-First Engineering Culture
Avatar for Daron Yondem daronyondem
0
73
AI Prototyping to Production with Promptflow
Avatar for Daron Yondem daronyondem
0
120
Retrieval Augmented Generation
Avatar for Daron Yondem daronyondem
0
340
Azure OpenAI
Avatar for Daron Yondem daronyondem
0
290
FaaS for Everyone, Everywhere
Avatar for Daron Yondem daronyondem
0
260
Skyrocketing Developer Velocity
Avatar for Daron Yondem daronyondem
0
140
What’s in Azure for Your Mobile Projects?
Avatar for Daron Yondem daronyondem
0
100
Azure Applied AI and AutoML
Avatar for Daron Yondem daronyondem
0
150

Other Decks in Technology

See All in Technology
パーソルキャリア IT/テクノロジー職向け 会社紹介資料｜Company Introduction Deck
Avatar for PERSOL CAREER Dev | techtekt techtekt
PRO
0
220
Purview Endpoint DLP 動かしてみた
Avatar for kozakigh kozakigh
1
440
CARTA HOLDINGS エンジニア向け 採用ピッチ資料 / CARTA-GUIDE-for-Engineers
Avatar for CARTA Engineering carta_engineering
0
47k
O'Reilly Infrastructure & Ops Superstream: Platform Engineering for Developers, Architects & the Rest of Us
Avatar for Syntasso syntasso
0
290
生成AI時代に信頼性をどう保ち続けるか - Policy as Code の実践
Avatar for akitok akitok_
1
500
20260513_生成AIを専属DSに_AI分析結果の検品テクニック_ハンズオン_交通事故データ
Avatar for NobuakiOshiro doradora09
PRO
0
230
GitHub Copilot CLI で考える複数エージェント設計
Avatar for tomokusaba tomokusaba
0
120
Oracle AI Database@Google Cloud：サービス概要のご紹介
Avatar for oracle4engineer oracle4engineer
PRO
6
1.4k
Oracle Cloud Infrastructure presents managed, serverless MCP Servers for Oracle AI Database
Avatar for thatjeffsmith thatjeffsmith
1
370
AI-Assisted Contributions and Maintainer Load - PyCon US 2026
Avatar for Paolo Melchiorre pauloxnet
1
180
Directions Asia 2026 | Beyond Buildable AI Agents: Let’s Visualize Partner Value in the AI Era
Avatar for Dynamics Ryo ryoheig0405
0
110
インプロセスQAのための要因から捉えるプロジェクトリスクマネジメントnano #1 開発リソース効率状態への対処 #jasstnano
Avatar for barus_qa_dev barus_qa
0
190

Featured

See All Featured
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
Avatar for Dan Newman danielanewman
231
23k
Evolution of real-time – Irina Nazarova, EuRuKo, 2024
Avatar for Irina Nazarova irinanazarova
9
1.3k
Art, The Web, and Tiny UX
Avatar for Lynn Fisher lynnandtonic
304
21k
Exploring anti-patterns in Rails
Avatar for Elle Meredith aemeredith
3
360
HDC tutorial
Avatar for Michiel Stock michielstock
2
660
A Guide to Academic Writing Using Generative AI - A Workshop
Avatar for Kenji Saito ks91
PRO
1
300
16th Malabo Montpellier Forum Presentation
Avatar for AKADEMIYA2063 akademiya2063
PRO
0
120
Mozcon NYC 2025: Stop Losing SEO Traffic
Avatar for Sam Torres samtorres
0
230
Let's Do A Bunch of Simple Stuff to Make Websites Faster
Avatar for Chris Coyier chriscoyier
508
140k
Dominate Local Search Results - an insider guide to GBP, reviews, and Local SEO
Avatar for Greg Gifford greggifford
PRO
0
170
技術選定の審美眼（2025年版） / Understanding the Spiral of Technologies 2025 edition
Avatar for Takuto Wada twada
PRO
118
110k
Redefining SEO in the New Era of Traffic Generation
Avatar for Szymon Słowik szymonslowik
1
300

Transcript

  1. Intro to ML Ops in Azure Daron Yöndem http://daron.me @daronyondem

  2. Data Science lifecycle

  3. None

  4. Azure ML Ingtegrate MLOps

  5. None

  6. Logical Architecture

  7. System Architecture

  8. None
  9. None

  10. Resources Whitepaper: Drive Efficiency and Productivity with Machine Learning Operations

    https://drn.fyi/3oLSEky Accelerate the Lifecycle with MLOps On-Demand Webinar Series https://drn.fyi/3vi3ly1 MLOps on Azure Repository https://github.com/microsoft/MLOps

  11. Thanks http://daron.me | @daronyondem Grab slides on http://decks.daron.me/