CS246H
Mining Massive Data Sets: Hadoop Labs
Winter 2019
Handouts
Homeworks
- Homework 0
- Combiner Homework
- Partitioner Homework
- Counters Homework
- Writables Homework
- Sequence File Homework
- Streaming Homework
Lecture notes
- 01/9: Introduction Slides: Introduction to Hadoop
- 01/17: MapReduce Slides: MapReduce
- 01/23: Spark Slides: Spark Internals
- 01/30: Parallelism Slides: Spark Parallelism
- 02/06: DataFrames and DataSets Slides: Spark DataFrames and DataSets
- 02/13: Spark Streaming Slides: Spark Streaming
- 02/20: Machine Learning with Spark Slides: SparkML
- 02/27: SQL in Big Data Slides: Hive & Impala
- 03/06: Hive and Impala Details Slides: Hive & Impala details
- 03/13: Sqoop, Avro, Parquet Slides: Sqoop, Avro, Parquet