Bringing ML Models into Production Bootcamp - Lesson 1

preview_player
Показать описание
This is a stream from PyLadies Amsterdam "Bringing ML Models into Production Bootcamp - Lesson 1: Introduction" Intermediate level on the 30th of June 2021.

Timeline:
00:00:00 PyLadies Amsterdam Introduction
00:02:13 Bootcamp setup
00:10:39 Bootcamp setup
00:16:03 MLOps concept
00:19:44 Machine Learning Lifecycle building blocks
00:35:54 Machine Learning Model deployments scenarios
00:53:15 Steps to prepare model for deployment
01:14:10 Home assignment
01:20:47 Q&A

Where to find study materials?

Speaker:
Alyona Galyeva is Hands-on AI & Data Engineering Lead at LINKIT, PyLadies Amsterdam Organizer, Microsoft AI MVP
  1. PyLadies Amsterdam
  2. mlops
  3. python
  4. machinelearning
Рекомендации по теме
Bringing ML Models 1:32:55

Bringing ML Models into Production Bootcamp - Lesson 1

Bringing Audio ML 0:50:42

Bringing Audio ML Models into Production // @ValerioVelardoTheSoundofAI //Coffee Sessions #90

Bringing ML Models 1:35:30

Bringing ML Models into Production Bootcamp - Lesson 2

Bringing ML Models 1:31:05

Bringing ML Models into Production Bootcamp - Lesson 4

Bringing Your Machine 0:03:50

Bringing Your Machine Learning Model to Production | Overview

Bringing ML Models 1:37:30

Bringing ML Models into Production Bootcamp - Lesson 3

Bringing ML Models 1:16:40

Bringing ML Models into Production Bootcamp - Capstone results

Bringing machine learning 0:29:56

Bringing machine learning applications into production | MAIN Session 2.0 – OTTO

🧠 Challenges in 1:13:30

🧠 Challenges in Bringing ML Models into Production with Roey Mechrez, CTO at BeyondMinds - DagsHub...

Taking Machine Learning 0:49:00

Taking Machine Learning from Research to Production • Robert Crowe • GOTO 2019

Beyond Inference: Bringing 0:18:04

Beyond Inference: Bringing ML into Production - DevConf.CZ 2021

Using MLOps to 0:29:22

Using MLOps to Bring ML to Production — David Aronchick, Microsoft

Bringing ML Pipelines 0:53:27

Bringing ML Pipelines to Production - Challenges & Solutions - MLOPs Live #1 - With S&P Glob...

AI Shorts: What 0:04:55

AI Shorts: What challenges are faced when bringing Machine Learning into production?

How to Save 0:59:30

How to Save Costs (& Time) on Bringing AI to Production - MLOps Live #2 - With Quadient

Taking Machine Learning 0:41:26

Taking Machine Learning to Production with New Features in MLflow | Keynote Data + AI Summit EU 2020

Bring generative AI 0:01:54

Bring generative AI applications into production with GenAIOps in Azure AI Studio

Taking Data Science 0:10:45

Taking Data Science to Production

MLOps: How to 0:26:04

MLOps: How to Bring Your Data Science to Production - BDL2026

Taking Deep Learning 0:30:17

Taking Deep Learning to Production with MLflow & RedisAI

End To End 1:40:39

End To End Data Science Project with Machine Learning Pipelines Implementation & Complete Roadma...

MLOps & Automation 2:01:10

MLOps & Automation Workshop: Bringing ML to Production in a Few Easy Steps

Miami Meetup Week: 0:21:28

Miami Meetup Week: Data Science in Production - Bringing Machine Learning Models to Life

MLOps & Automation 2:01:10

MLOps & Automation Workshop: Bringing ML to Production in a Few Easy Steps