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
88

Intro to ML Ops in Azure

Daron Yondem

May 25, 2021
Tweet

More Decks by Daron Yondem

See All by Daron Yondem
AI Prototyping to Production with Promptflow
daronyondem
0
43
Retrieval Augmented Generation
daronyondem
0
200
Azure OpenAI
daronyondem
0
190
FaaS for Everyone, Everywhere
daronyondem
0
130
Skyrocketing Developer Velocity
daronyondem
0
81
What’s in Azure for Your Mobile Projects?
daronyondem
0
71
Azure Applied AI and AutoML
daronyondem
0
83
Serverless + APIM
daronyondem
0
85
Innovate Now with Applied AI Services
daronyondem
1
120

Other Decks in Technology

See All in Technology
Oracle Cloud Infrastructure データベース・クラウド：各バージョンのサポート期間
oracle4engineer
PRO
28
13k
リンクアンドモチベーション ソフトウェアエンジニア向け紹介資料 / Introduction to Link and Motivation for Software Engineers
lmi
4
300k
Application Development WG Intro at AppDeveloperCon
salaboy
0
200
BLADE: An Attempt to Automate Penetration Testing Using Autonomous AI Agents
bbrbbq
0
320
DynamoDB でスロットリングが発生したとき_大盛りver/when_throttling_occurs_in_dynamodb_long
emiki
1
440
インフラとバックエンドとフロントエンドをくまなく調べて遅いアプリを早くした件
tubone24
1
430
Lexical Analysis
shigashiyama
1
150
Engineer Career Talk
lycorp_recruit_jp
0
190
ISUCONに強くなるかもしれない日々の過ごしかた/Findy ISUCON 2024-11-14
fujiwara3
8
880
なぜ今 AI Agent なのか _近藤憲児
kenjikondobai
4
1.4k
マルチモーダル / AI Agent / LLMOps 3つの技術トレンドで理解するLLMの今後の展望
hirosatogamo
37
12k
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
0
110

Featured

See All Featured
VelocityConf: Rendering Performance Case Studies
addyosmani
325
24k
Optimising Largest Contentful Paint
csswizardry
33
2.9k
Building a Scalable Design System with Sketch
lauravandoore
459
33k
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
smashingmag
250
21k
We Have a Design System, Now What?
morganepeng
50
7.2k
Fireside Chat
paigeccino
34
3k
Principles of Awesome APIs and How to Build Them.
keavy
126
17k
Practical Orchestrator
shlominoach
186
10k
No one is an island. Learnings from fostering a developers community.
thoeni
19
3k
4 Signs Your Business is Dying
shpigford
180
21k
Why You Should Never Use an ORM
jnunemaker
PRO
54
9.1k
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
27
840

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/