Duration
Apache Superset Deep Dive: Building Powerful & Scalable Dashboards
4 days
Overview
This course equips you with the skills to leverage Apache Superset, an open-source business intelligence (BI) platform, for data exploration and visualization. Through a blend of lectures, demonstrations, and hands-on labs, you'll gain expertise in creating interactive dashboards, crafting compelling visualizations, and effectively communicating insights from your data.
Target Audience
- Data analysts seeking powerful tools for data exploration
- Business intelligence professionals looking to build interactive dashboards
- Developers interested in integrating data visualization into applications
Course Prerequisites
- Basic understanding of SQL concepts
- Familiarity with data analysis principles
Module 1: Introduction to Apache Superset
- Introduction to Business Intelligence (BI) and Data Visualization
- Unveiling Apache Superset: Features and Benefits
- Comparing Superset with other BI tools
- Exploring Superset's User Interface and Navigation
Module 2: Data Connectivity and Exploration
- Connecting Superset to Various Databases (SQLAlchemy)
- Writing SQL Queries within Superset's SQL Lab
- Leveraging the Metadata Explorer for Efficient Data Discovery
- Working with Filters and Time Series Analysis
Module 3: Building Interactive Dashboards
- Creating Dashboards and Layouts
- Exploring a Wide Range of Visualization Options (Charts, Maps, etc.)
- Customizing Visualizations with Chart Editor and Formatting Options
- Designing Interactive Dashboards with Filters and Drill-Downs
Module 4: Sharing and Collaboration
- Sharing Dashboards with Team Members and Stakeholders
- Configuring User Roles and Permissions
- Embedding Dashboards in Applications and Websites
- Exploring Collaborative Features for Team-based Data Analysis
Module 5: Advanced Superset Techniques
- Working with the Semantic Layer: Defining Custom Metrics and Dimensions
- Utilizing SQL Templates and Jinja for Dynamic Dashboards
- Scheduling Automated Data Refreshes and Alerts
- Integrating Superset with External Data Sources (e.g., CSV files)
Module 6: Security and Scalability
- Implementing User Authentication and Authorization in Superset
- Scaling Superset for Performance in Production Environments
- Best Practices for Deploying and Managing Superset
Module 7: Real-World Projects and Use Cases
- Building a Sample Dashboard for Sales Analysis
- Creating Interactive Dashboards for Marketing Campaigns
- Exploring Superset for Financial Data Visualization
- (Optional) Integrating Superset with Data Pipelines and Stream Processing
Module 8: (Optional) Advanced Topics
- Customizing Superset with Plugins and Extensions
- Building Custom UIs with Superset's Javascript API
- Contributing to the Apache Superset Project
Programme scope, delivery arrangements and suitability are confirmed during enquiry.