| 1 |
Roles & Setup |
|
| 2 |
Distributed File Systems and HDFS |
HDFS: Fundamentals |
| 3 |
MapReduce: Fundamentals |
MapReduce: mrjob |
| 4 |
MapReduce: Practice |
|
| 5 |
Spark: Fundamentals |
Spark: RDDs & PySpark |
| 6 |
Spark: DataFrames |
Spark: SQL & Advanced DataFrame Ops |
| 7 |
Hive: SQL on Hadoop |
Hive Optimization & Apache Pig |
| 10 |
Redis: Key-Value at Speed |
MongoDB: Documents, Queries, and Aggregation |
| 11 |
Cassandra: Built for When It Must Not Go Down |
Query-First Design and the NoSQL Decision |
| 12 |
Kafka: The Commit Log |
Kafka in Practice |
| 13 |
Apache Flink |
Flink Stateful Apps |
| 14 |
Spark Structured Streaming |
Watermarks, Joins, and Fault Tolerance |