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Course Outline
Advanced Data Manipulation Techniques
- Configuration of the Mongo Shell environment
- Optimization of CRUD operations, including inserts, queries, updates, and deletions
- Utilization of essential administrative commands for government systems
Performance Optimization Strategies
- Deployment of built-in monitoring utilities: mongotop and mongostat
- Analysis of memory utilization and input/output (I/O) performance metrics
- Leveraging MongoDB Cloud Manager and Munin for oversight
- Identification of inefficient queries through the use of the query profiler
- Evaluation of storage engines, specifically MMAPv1 and WiredTiger
- Application of explainable objects for query analysis
Indexing and Specialized Collections
- Management of indexes and understanding MongoDB indexing architecture
- Implementation of single-field and compound indexes
- Configuration of indexes for arrays and sub-documents
- Deployment of Geo-spatial indexes
- Utilization of capped collections, Time-To-Live (TTL) indexes, and tailable cursors
Aggregation Frameworks
- Execution of single-purpose aggregation operations
- Construction of aggregation pipelines for complex data processing
- Overview of map-reduce functionality for government data analysis
Data Replication
- Operational mechanics of asynchronous replication in MongoDB
- Configuration and maintenance of replica sets for high availability
- Implementation of write concerns and read preferences to ensure data consistency
- Procedures for managing replication failures and maintaining system integrity
Data Sharding
- Mechanisms underlying automatic sharding processes
- Configuration of MongoDB shard clusters for scalable infrastructure
- Strategic selection of shard keys to optimize data distribution
- Advanced administrative practices for sharded environments, particularly for government deployments
- Management of unbalanced sharded clusters to maintain performance equity
- Handling of data chunks through splitting, merging, and migration procedures
- Authentication and authorization frameworks for replica sets and sharded clusters
- Administration of privileges and custom role definitions
- Best practices for secure system deployment within federal environments
- Implementation of file-system-based backup strategies
- Use of mongodump and mongorestore tools for data protection
- Strategies for point-in-time recovery to ensure business continuity
Security Protocols
Backup and Restoration Plans
Requirements
A demonstrated understanding of fundamental and intermediate principles, supplemented by several years of practical, hands-on professional experience.
14 Hours
Testimonials (2)
Tamil was excellent at explaining even the difficult topics in a way that I understood them straight away. The presentation and delivery were both clear and methodical, and the teacher passionate about the subject.
Mark Novak - Kiloo
Course - MongoDB for Advanced Users
It was very flexible and adapted to our expectations and skill level.
