skill-based roadmap · Databases
Redis Roadmap
A beginner-to-job-ready guide covering Redis fundamentals, data structures, persistence, clustering, security, and real-world application patterns.
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1. Stage 1: Foundations & Setup
What is Redis & Use Cases
Understand where Redis fits in modern architectures.
Installation & Redis CLI
Get hands-on quickly with a local Redis instance.
Basic Commands (SET, GET, DEL, EXISTS, EXPIRE)
Core CRUD operations underpin every Redis workflow.
2. Stage 2: Core Data Structures
Strings & Integers
The simplest and most-used Redis data type.
Lists, Sets & Sorted Sets
Enable queues, unique collections, and ranked leaderboards.
Hashes
Store structured objects efficiently as field-value maps.
HyperLogLog & Bitmaps
Space-efficient probabilistic and bitwise operations.
3. Stage 3: Persistence, Expiry & Pub/Sub
TTL & Key Expiration
Implement caching and session management reliably.
RDB Snapshots & AOF Persistence
Prevent data loss by choosing the right persistence strategy.
Pub/Sub Messaging
Build real-time event-driven communication between services.
Streams
Handle durable, consumer-group message queues at scale.
4. Stage 4: Transactions, Scripting & Pipelines
Transactions (MULTI/EXEC)
Execute atomic command blocks to maintain data consistency.
Lua Scripting with EVAL
Run server-side logic atomically to reduce round-trips.
Pipelining
Batch multiple commands to dramatically improve throughput.
5. Stage 5: Client Libraries & Application Integration
Node.js with ioredis
Integrate Redis into the most common backend ecosystem.
Python with redis-py
Use Redis in data-heavy Python applications and APIs.
Caching Patterns (Cache-aside, Write-through)
Apply proven strategies to optimize read/write performance.
Session Management with Redis
Store stateless HTTP sessions scalably across services.
6. Stage 6: Security, Replication & High Availability
Authentication & ACLs
Protect Redis instances with users and granular permissions.
Replication (Master-Replica)
Enable read scaling and data redundancy across nodes.
Redis Sentinel
Provide automatic failover and monitoring for production.
TLS Encryption
Encrypt data in transit for compliance and security.
7. Stage 7: Redis Cluster, Performance & Advanced Patterns
Redis Cluster & Sharding
Scale horizontally across multiple nodes for massive datasets.
Redis Modules (RedisSearch, RedisJSON)
Extend Redis with full-text search and native JSON support.
Performance Monitoring & Benchmarking
Identify bottlenecks using built-in profiling tools.
Rate Limiting & Distributed Locks (Redlock)
Implement critical production concurrency control patterns.