Duration
2 days
Outline
In this Training Proposal, we will start with a basic enablement on the products that covers the following:
Day 1
9:00am-10:30am
Big Data at Alibaba
- History of Big Data
- Best practices
- Future Trends
10:30am-10:45pm Morning Break
10:45pm-12:30pm
DataWorks & MaxCompute — Import and Export
- Data Works – Data Integration
- Data Integration – Resource Groups
- Max Compute CLI – “Tunnel” Command
- Realtime Data Integration
12:30pm-1:30pm Lunch
1:30pm-3:30pm
DataWorks & MaxCompute – Data Processing
- DataWorks – O&M
- MaxCompute – SQL
- MaxCompute – UDF
3:30pm-3:45pm Afternoon Break
3:45pm-5:00pm
- MaxCompute – Python & Spark
- MaxCompute – Integrating with EMR
- MaxCompute – Advanced Features
Day 2
9:00am-10:30am
DataWorks & MaxCompute – Governance
- DataWorks & MaxCompute – Security
- Managing Data
- Discovering Sensitive Data
10:30am-10:45pm Morning Break
10:45pm-12:30pm
- Advanced Permission Management - RAM & SSO
- Advanced Permission Management – Sharing Workspace
12:30pm-1:30pm Lunch
1:30pm-3:30pm
Analysis and Visualization
- Realtime Datastores (Hologres & Hibase)
- Business Intelligence – QuickBI
- Realtime Dashboard – DataV
- Data-as-a-service- DataService Studio
3:30pm-3:45pm Afternoon Break
3:45pm-5:00pm
AI&ML
- General Overview
- PAI: AI at Alibaba Cloud
- PAI: Studio (Drag and Drop)
- PAI DSW (Jupyter notebook environment)
- PAI EAS (Algorithm deployment service)
Labs
- Develop Python UDFs Using The Max Compute Client
- (OPTIONAL) ML + AI: Use Aliyun PAI To Build A Heart Disease Prediction Model
Demo
- Use QuickBI to Quickly create a dashboard
Programme scope, delivery arrangements and suitability are confirmed during enquiry.