Data-Intensive-Computing

ID2221 Data Intensive Computing Platforms @ KTH

Labs

• Spark Scala: In this lab assignment we practice the basics of data intensive programming by setting up HDFS, HBase, Hadoop MapReduce, Spark, and Spark SQL, and implementing simple applications on them.

Review Questions

• Review questions 1: distributed file systems and NoSQL databases
• Review questions 2: data-parallel processing systems

Reading Assignments

• TensorFlow: A system for large-scale machine learning
• MLlib: Fast Training of GLMs using Spark MLlib

Project

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