biqar / Spring-2020-ITCS-8190-CloudComputing

This repository contains the projects and assignments of course "ITCS 6190/8190: Cloud Computing for Data Analysis". This course has been taken in Spring 2020 semester, as part of my PhD degree at UNC Charlotte.

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Spring-2020-ITCS-8190-Cloud Computing for Data Analysis

This repository contains the projects and assignments of course "ITCS 6190/8190: Cloud Computing for Data Analysis". This course has been taken in Spring 2020 semester, as part of my PhD degree at UNC Charlotte.

In this project we have to submit 3 type of assignments:

Besides these, we also had to submit a final group project,

Textbooks

  1. Mining of Massive Datasets, 2nd Edition, by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, Cambridge University Press, 2014, ISBN: 9781107077232
  2. Hadoop: The Definitive Guide, 4th Edition, by Tom White, O’Reilly Media, 2015, ISBN: 9781491901632
  3. Learning Spark Lightning-Fast Big Data Analysis, by Holden Karau, Andy Konwinski, Patrick Wendell, Matei Zaharia, O’Reilly Media, 2015, ISBN: 9781449358624
  4. Introduction to Information Retrieval, by Christopher D. Manning, Prabhakar Raghavan, and Hinrich Schutze, Cambridge University Press, 2008, ISBN: 9780521865715

Resources

  1. Course Website: https://webpages.uncc.edu/aatzache/ITCS6190.html
  2. Mining of Massive Datasets [Book Chapters]: www.mmds.org
  3. Mining Massive Datasets - Stanford University [FULL COURSE]: https://www.youtube.com/playlist?list=PLLssT5z_DsK9JDLcT8T62VtzwyW9LNepV

About

This repository contains the projects and assignments of course "ITCS 6190/8190: Cloud Computing for Data Analysis". This course has been taken in Spring 2020 semester, as part of my PhD degree at UNC Charlotte.

License:MIT License


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Language:Java 62.0%Language:Scala 38.0%