Course Materials

Books

1. Mining of Massive Datasets,Jure Leskovec, Rajaraman and Ullman, Cambridge University Press, 2021 [link]
2. Data-Intensive Text Processing with MapReduce, Chris Dyer and Jimmy Lin, 2010 [link]
3. Learning Spark, Holden Karau, Andy Konwinski, Patrick Wendell and Matei Zaharia, O’Reilly Media, Inc., 2015 [link]
4. Spark: The Definitive Guide: Big Data Processing Made Simple, Bill Chambers and Matei Zaharia, O’Reilly Media, Inc., 2018 [link]

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Tools

1. Libraries and Languages
   • Pythin: Python programming language [link]
   • Spark: Data Science, Data Engineeringn and Machine Learning tool [link]
   • Scala: The Scala Programming Language [link]
   • hadoop: hadoop library framework [link]

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Additional Course Material

• Additional Learning Material will be added as we move forward in the course.