jenniew/OReillyAIConf

OReillyAIConf

In this tutorial, we will give a comprehensive introduction of BigDL and run several hand-on exercises. To be able to run these BigDL hand-on exercises, the attendees need to setup an environment on your laptops.

Please note we will provide sandbox environments on our servers during the tutorial. So no worry if you havn't setup your own local environment. As the sandbox servers are shared, we still prefer that you have your own environment.

Setup Local Environment

Docker

• Step 1, sudo docker run -it --name=bigdltest --net=host intelanalytics/bigdl:0.1.1-spark2.1.0-u14.04-v1 bash
• Step 2, ./start-notebook
• Step 3, http://[host-ip]:8888

For mac users

• Step 1, install some pre-requirements by following this page
• Step 2, download BigDL from this
• Step 3, start a local jupyter server by following this

For linux users

• Step 1, install some pre-requirements by following this page
• Step 2, download BigDL from this
• Step 3, start a local jupyter server by following this

For windows users

BigDL hasn't support windows yet. So please use the sandbox environment on our servers

Sandbox environment

• Step 1, please choose one of these servers

  • A: http://34.211.244.222:8888
  • B: http://35.166.211.118:8888
  • C: http://52.43.142.253:8888
  • D: http://34.211.170.183:8888

• Step 2, please open the URL, then "New" -> Folder

• Step 3, select the folder, then "Rename"

• Step 4, input a unique id, say your name, click the "rename" button

• Step 5, go into your folder, then "New" -> "Python 2"

• Step 6, in the new opened page, write your code in the notebook