Distributed & Modern Data
A 12-module path through distributed & modern data, in study order from foundations to the frontier.
Modules
- Distributed Database Fundamentals
- Data Partitioning and Sharding
- Replication Strategies
- The CAP Theorem
- Eventual Consistency and Consistency Models
- NoSQL Data Models Overview
- Column-Family and Column Stores
- Graph Data Models
- MapReduce Programming Model
- OLAP vs OLTP Workloads
- Data Warehousing Foundations
- Star Schemas and Dimensional Modeling