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Bring a Machine Learning Application in Managed Kubernetes

Tuesday, Apr. 28, 2020 | 3:00 PM - 3:45 PM UTC+2:00

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Overview

Kubernetes makes deployments of machine learning (ML) workflows to be simple, portable and scalable. We will demonstrate setting up K8s GPU clusters, deploying Jupyter Notebook data science environment, traning machine learning model in a distributed running environment and deploying prediction application in cloud native.

Topics

  • Overview
  • ML Challenges
  • K8S MNIST Demo
  • Kubernetes/Kubeflow
  • Kubernetes/Kubeflow/Arena
  • ML Solution
  • ML Production Case

Speaker(s)

  • Dr. Jianhua Shao

    Solution Architect, Alibaba Cloud Intelligence

    Dr. Jianhua Shao is a data scientist in Alibaba Cloud Intelligence International. Although London based, he works to design and deliver Alibaba cloud solution for Alibaba global customers, with a primary focus in data, AI and finance.

Agenda

10:00 - 10:20 On-Demand Up-Coming live

Welcome and Alibaba Cloud Overview
10:20 - 10:50 On-Demand Up-Coming live

Product Overview - Grow Your Business with Alibaba Double 11 Technology
10:50 - 11:30 On-Demand Up-Coming live

Connecting to Digital Asia
11:30 - 12:05 On-Demand Up-Coming live

Extend Your Retail Business with Alibaba Cloud E-Commerce Solution
12:05 - 12:40 On-Demand Up-Coming live

Securing Your Gold Content - Secure Media Archive Solution
12:40 - 13:15 On-Demand Up-Coming live

Going Cloud Native on Alibaba Cloud
13:15 - 13:55 On-Demand Up-Coming live

Alibaba Cloud - Partnering for Success in Europe
14:00 - 14:30 On-Demand Up-Coming live

AutoML - Towards Computer Vision as a Service
14:30 - 15:00 On-Demand Up-Coming live

From Batch to Real-Time: Accelerating Data Insights with Stateful Stream Processing
15:00 - 15:45 On-Demand Up-Coming live Current

Bring a Machine Learning Application in Managed Kubernetes
15:45 - 16:30 On-Demand Up-Coming live

Cross-region Application Acceleration solution for Global Consumer Access
16:30 - 17:15 On-Demand Up-Coming live

Database - Migrate to Alibaba Cloud
17:15 - 17:40 On-Demand Up-Coming live

Alibaba Cloud Academy - Support your Alibaba Cloud Journey

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