Apache Zeppelin Training Syllabus
Introduction to Apache Zeppelin
Apache Zeppelin is a web-based notebook that supports interactive data analytics and collaborative documents. This module introduces Apache Zeppelin, covering its core features, architecture, and use cases in data visualization, data exploration, and collaborative analysis.
Setting Up Apache Zeppelin
Learn how to install and configure Apache Zeppelin. This section covers system requirements, installation procedures, and initial setup. Explore how to configure Zeppelin environments, and understand the basics of Zeppelin’s user interface.
Zeppelin Architecture and Components
Discover the architecture of Apache Zeppelin, including its key components such as notebooks, interpreters, and data sources. Learn how Zeppelin’s architecture supports interactive data analysis and how to design effective notebooks for data exploration.
Creating and Managing Notebooks
Gain insights into creating and managing notebooks in Apache Zeppelin. Learn how to create visualizations, write and execute code, and organize notebooks. Explore how to collaborate with team members and share insights effectively.
Monitoring and Troubleshooting
Learn how to monitor and troubleshoot Apache Zeppelin. Explore Zeppelin’s monitoring tools, logs, and performance metrics. Understand techniques for diagnosing issues, managing system health, and ensuring reliable data analysis.
Integration with Other Systems
Discover how to integrate Apache Zeppelin with other systems and technologies. Learn about Zeppelin’s connectors and integrations with data sources, databases, and big data platforms. Explore how to use Zeppelin for end-to-end data analysis and visualization.
Data Security and Access Control
Understand data security and access control in Apache Zeppelin. Learn about authentication, authorization, and encryption. Explore how to secure notebooks, manage user access, and ensure compliance with security policies.
Performance Tuning and Optimization
Learn about performance tuning and optimization for Apache Zeppelin. Explore techniques for improving notebook performance, managing system resources, and handling large volumes of data. Understand best practices for configuring and maintaining Zeppelin instances.
Advanced Features and Customization
Explore advanced features and customization options in Apache Zeppelin. Learn how to extend Zeppelin with custom interpreters, plugins, and extensions. Understand how to adapt Zeppelin to meet specific data analysis needs and use cases.
Apache Zeppelin Training Syllabus
Introduction to Apache Zeppelin
- Overview of Apache Zeppelin
- History and evolution
- Features and capabilities
- Use cases and applications
Setting Up Apache Zeppelin
- Installation and configuration
- Exploring the Zeppelin interface
- Understanding interpreters
- Configuring interpreters for different data sources
Zeppelin Notebooks
- Creating and managing notebooks
- Markdown and code cells
- Keyboard shortcuts
- Sharing and collaboration features
Data Visualization
- Introduction to data visualization in Zeppelin
- Using built-in visualization features
- Integrating external visualization libraries
- Customizing visualizations
Data Ingestion and Integration
- Connecting to various data sources (SQL databases, NoSQL databases, file systems, etc.)
- Loading and manipulating data
- Data preprocessing and transformation
- Real-time data integration
Data Analysis and Exploration
- Performing data analysis using Zeppelin
- Exploring data with SQL, Python, Scala, and other interpreters
- Statistical analysis and modeling
- Machine learning with Zeppelin
Advanced Features
- Customizing and extending Zeppelin
- Interpreting and using Zeppelin REST APIs
- Security and authentication
- Performance optimization
Use Case Examples and Projects
- Building end-to-end data pipelines
- Analyzing real-world datasets
- Developing custom applications with Zeppelin
- Best practices and case studies
Troubleshooting and Maintenance
- Common issues and their solutions
- Monitoring and optimizing Zeppelin performance
- Backup and recovery strategies
- Upgrading Zeppelin installations
Conclusion and Next Steps
- Recap of key concepts and skills learned
- Resources for further learning and exploration
- Community and support options
- Certifications and career paths in Apache Zeppelin
Training
Basic Level Training
Duration: 1 Month
Advanced Level Training
Duration: 1 Month
Project Level Training
Duration: 1 Month
Total Training Period
Duration: 3 Months
Course Mode:
Available Online / Offline
Course Fees:
Please contact the office for details