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

Intro to ML Ops in Azure

Daron Yondem
May 25, 2021
Technology
0
67

Intro to ML Ops in Azure

Daron Yondem

May 25, 2021
Tweet

More Decks by Daron Yondem

See All by Daron Yondem
FaaS for Everyone, Everywhere
daronyondem
0
14
Skyrocketing Developer Velocity
daronyondem
0
23
What’s in Azure for Your Mobile Projects?
daronyondem
0
32
Azure Applied AI and AutoML
daronyondem
0
39
Serverless + APIM
daronyondem
0
37
Innovate Now with Applied AI Services
daronyondem
0
62
App Innovation as Part of Your Cloud Strategy
daronyondem
0
43
Serverless .NET 6 with Azure Functions
daronyondem
0
40
AI Infused Search
daronyondem
0
23

Other Decks in Technology

See All in Technology
データマイニングと機械学習-SVM
trycycle
0
140
C# の async/await は実際にどうやって動いているか
nenonaninu
3
11k
よくわかるフォルシアのエンジニア 旅行プラットフォーム部編
forcia_dev_pr
0
120
新リリース：microCMSテンプレート
microcms
1
650
NestJS をかじってみた / MIERUNE BBQ #01 / #mierune
tacck
0
190
Web Intelligence and Visual Media Analytics
weblyzard
PRO
1
3.3k
Get started with OSS contributions
sinsoku
2
640
2023.06.01_LangChain/Llamaindex/Whisperを使ったアプリケーション開発のまとめと展望
pharma_x_tech
0
420
競プロ作問を支える技術
tsutaj
0
240
Security-JAWS#29 AWS Summit Tokyo 2023 オンデマンド配信を楽しむためのセキュリティ関連トピックご紹介
kthrtty
1
230
少しずつでも出来るようになりたいもの、なに？ / What do you want to be able to do step by step?
banjun
PRO
1
120
CloudWatch複合アラームでELBの5XXをいい感じに検知しようとしたらうまくいかなかった話 / cloudwatch alarm elb 5xx
gotok365
0
460

Featured

See All Featured
Build your cross-platform service in a week with App Engine
jlugia
222
17k
What the flash - Photography Introduction
edds
64
10k
Building a Modern Day 
E-commerce SEO Strategy
aleyda
9
5.3k
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
32
8.3k
Reflections from 52 weeks, 52 projects
jeffersonlam
341
18k
Thoughts on Productivity
jonyablonski
52
2.9k
Web Components: a chance to create the future
zenorocha
304
41k
Done Done
chrislema
178
15k
The Cult of Friendly URLs
andyhume
70
5.2k
Facilitating Awesome Meetings
lara
35
4.8k
Debugging Ruby Performance
tmm1
68
11k
Learning to Love Humans: Emotional Interface Design
aarron
264
38k

Transcript

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

    View Slide

  2. Data Science lifecycle

    View Slide

  3. View Slide

  4. Azure ML Ingtegrate MLOps

    View Slide

  5. View Slide

  6. Logical Architecture

    View Slide

  7. System Architecture

    View Slide

  8. View Slide

  9. View Slide

  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

    View Slide

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

    View Slide