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Duration 28 hours
Course Outline
Overview of the Elastic Stack for government operations
- General Overview of the Elastic Stack
- Product Landscape and Ecosystem
- Enterprise Search Capabilities
- Core Elastic Concepts for government use
- Standardized Elastic Terminology
- Node Architecture and Role Definitions
- Scalability and System Resilience
- Implementation Scenarios, Benefits, and Limitations
- Search Engine Operational Mechanisms
- Elastic Stack Deployment Procedures
- Pre-requisites and Installation Guidelines
- Configuration Files and Critical Settings for government compliance
- Elastic Cluster Architectural Concepts
- Node Discovery and Cluster Formation
- Master Election, Split-Brain Prevention, and Bootstrapping
- Cluster State Management and Shard Allocation
- High Availability Strategies and Backup Protocols
- Cross-Cluster Replication Mechanisms
- Index Templates and Mapping Structures
- Security and Encryption Configuration for government data
- Operational Configurations and Industry Best Practices
- Heap Size Optimization
- Shard Size Management
- Shard Count Determination
- Hot-Warm-Cold Data Lifecycle Architecture
- Linux Server-Specific System Tuning
- Rollover Index Implementation
- Cluster-Level Settings and Governance
- Text Analytics Processing
- Query Domain-Specific Language (DSL)
- Normalizers and Tokenizers
Kibana Interface and Visualization
- Purpose and Strategic Value for government agencies
- Kibana Terminology and Core Components
- Operational Best Practices
- Kibana Deployment Procedures
- Pre-requisites and Installation Steps
- Configuration Files and Critical Parameters
Logstash Data Ingestion Pipeline
- Purpose and Strategic Value for government data management
- Logstash Queue Management
- High Availability and Failure-Tolerant Design
- Logstash Diagnostic and Troubleshooting Protocols
- Standard Filter Plugins and Application Scenarios
- Operational Best Practices
- Logstash Deployment Procedures
- Pre-requisites and Installation Steps
- Configuration Files and Critical Parameters
- Filebeat Agent Overview
- Core Filebeat Concepts for government log collection
- Filebeat Configuration Files and Settings
- Filebeat Installation and Directory Structure
- Filebeat Processors and Data Manipulation
- Supplementary Guidance: Production Best Practices and MTTR Reduction Strategies
Requirements
Fundamental proficiency in Linux command-line utilities and system administration tasks.
Working knowledge of networking principles, including IP addressing schemes and port management.
Practical experience with text editing tools and command-line interface interactions.
Comprehension of standard data interchange formats, including JSON, XML, and CSV.
General awareness of data analytics methodologies and visualization frameworks.
Basic familiarity with distributed computing concepts, such as cluster architecture, node management, and storage subsystems.
Testimonials (1)
the practice learning
