Elasticsearch and OpenSearch for Developers Complete - Seminar / Kurs von GFU Cyrus AG
Inhalte
- Introduction to Elasticsearch and OpenSearch
- Overview of Elasticsearch and OpenSearch
- Key features and use cases
- Understanding the architecture
- Installation and Setup
- Installing Elasticsearch/OpenSearch on different platforms
- Configuring and optimizing the cluster
- Basic cluster management
- Indexing and Searching Data
- Indexing data into Elasticsearch/OpenSearch
- Mapping and data types
- Querying and searching data
- Full-text search and relevance scoring
- Advanced Search Features
- Filtering and aggregations
- Highlighting and snippets
- Fuzzy and proximity search
- Distributed Searching and Scalability
- Sharding and replication
- Cluster coordination and node discovery
- Handling large-scale data
- Monitoring and performance tuning
- Data Modeling and Analysis
- Understanding document modeling
- Nested and parent-child relationships
- Working with time-series data
- Introduction to Elasticsearch/OpenSearch SQL and Machine Learning
- Advanced Features and Integrations
- Working with geo-spatial data
- Handling structured and unstructured data
- Integrating with other systems (e.g., databases, messaging queues)
- Securing Elasticsearch/OpenSearch
- Real-time Analytics and Monitoring
- Using the Elasticsearch/OpenSearch APIs for real-time analytics
- Creating dashboards and reports
- Alerts and notifications
- Query DSL
- Introduction to Query DSL (Domain-Specific Language)
- Querying with match, term, range, bool, and other query types
- Combining queries with must, must_not, should clauses
- Boosting and relevance tuning
- Understanding query performance and optimization techniques
- Kibana and Visualization
- Introduction to Kibana as a data visualization tool
- Creating visualizations and dashboards
- Exploring and analyzing data with Kibana Discover
- Using Kibana Visual Builder for time series analysis
- Customizing and sharing visualizations
- Logstash
- Introduction to Logstash for data ingestion and processing
- Configuring Logstash pipelines
- Input, filter, and output plugins
- Transforming and enriching data with Logstash filters
- Integration with Elasticsearch/OpenSearch
- Beats
- Overview of Beats as lightweight data shippers
- Installing and configuring Beats (e.g., Filebeat, Metricbeat)
- Collecting and shipping different types of data (logs, metrics, network data)
- Setting up centralized monitoring and management of Beats
- Extending and customizing Beats
- Asynchronous Operations and Bulk Processing
- Understanding asynchronous operations in Elasticsearch/OpenSearch
- Bulk API for efficient indexing and updates
- Managing concurrent requests and optimizing performance
- Handling failures and retrying operations
- Bulk processing and pipeline configurations
- Security and Access Control
- Securing Elasticsearch/OpenSearch clusters
- Authentication and authorization mechanisms
- Configuring roles, users, and permissions
- Encryption and SSL/TLS setup
- Best Practices and Troubleshooting
- Indexing and querying best practices
- Performance optimization tips
- Handling failures and troubleshooting common issues
- Upgrading and scaling Elasticsearch/OpenSearch
- Introduction to Elasticsearch and OpenSearch
- Overview of Elasticsearch and OpenSearch
- Key features and use cases
- Understanding the architecture
- Installation and Setup
- Installing Elasticsearch/OpenSear ...
Lernziele
The goal of the seminar is to equip developers with the necessary knowledge, practical skills, and problem-solving abilities to effectively work with Elasticsearch and OpenSearch, enabling them to leverage these technologies to build scalable, high-performance applications and deliver value to their organizations.
The goal of the seminar is to equip developers with the necessary knowledge, practical skills, and problem-solving abilities to effectively work with Elasticsearch and OpenSearch, enabling them to ... Mehr Informationen >>
Zielgruppen
he seminar on Elasticsearch and OpenSearch for developers is suitable for:
- Software Developers, Data Engineers, System Architects, Technical Leads and Team Leads, Data Scientists and Analysts, IT Professionals
he seminar on Elasticsearch and OpenSearch for developers is suitable for:
- Software Developers, Data Engineers, System Architects, Technical Leads and Team Leads, Data Scientists and Analysts, IT Prof ...