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Bachelor of Information Technology (Cyber and Network Security): ITDAT301A Big Data & Advanced Database Concepts

This guide supports the Diploma of Information Technology, Bachelor of Information Technology (Cyber and Network Security) and Bachelor of Information Technology (Data Engineering).

Recommended

Readings A-Z

The weekly readings have been retrieved from these eBooks and books.

Readings

Loshin, D 2013, Big data analytics: from strategic planning to enterprise integration with tools, techniques, NoSQL, and graph,
eBook, viewed 29 October 2021, O'Reilly eBooks and videos.
Kinoshita, E & Mizuno, T 2017, 'What is big data',
in FPG Márquez & B Lev (eds), Big data management, eBook, pp. 91-101, doi:10.1007/978-3-319-45498-6_5

Coronel, C & Morris, SA 2019, Database systems: design, implementation, and management,
eBook, 13th edn, viewed 29 October 2021, ProQuest eBook Central.
Meier, A 2019, SQL & NoSQL databases: models, languages, consistency options and architectures for big data management,
eBook, doi:10.1007/978-3-658-24549-8
Sumit Pal, P 2016, SQL on big data: technology, architecture, and innovation,
eBook, doi:10.1007/978-1-4842-2247-8

Loshin, D 2013, Big data analytics: from strategic planning to enterprise integration with tools, techniques, NoSQL, and graph,
eBook, viewed 29 October 2021, O'Reilly eBooks and videos.
Chapter 9 NoSQL data management for big data
Meier, A 2019, SQL & NoSQL databases: models, languages, consistency options and architectures for big data management,
eBook, doi:10.1007/978-3-658-24549-8

Loshin, D 2013, Big data analytics: from strategic planning to enterprise integration with tools, techniques, NoSQL, and graph,
eBook, viewed 29 October 2021, O'Reilly eBooks and videos.
Chapter 10 Using graph analytics for big data
Brath, R & Jonker, D 2015, Graph analysis and visualization: discovering business opportunity in linked data,
eBook, viewed 29 October 2021, O'Reilly eBooks and videos.
Shao, Y, Cui, b & Chen, L 2020, Large-scale graph analysis: system, algorithm and optimization,
eBook, doi:10.1007/978-981-15-3928-2

Loshin, D 2013, Big data analytics: from strategic planning to enterprise integration with tools, techniques, NoSQL, and graph,
eBook, viewed 29 October 2021, O'Reilly eBooks and videos.
Chapter 8 Developing big data applications
White, TE 2015, Hadoop: the definitive guide,
eBook, 4th edn, viewed 2 November 2021, O'Reilly eBooks and videos.
deRoos, D, Zikopoulos, PC, Brown, B, Coss, R & Melnyk, RB 2014, Hadoop for dummies,
eBook, 4th edn, viewed 2 November 2021, O'Reilly eBooks and videos.

Loshin, D 2013, Big data analytics: from strategic planning to enterprise integration with tools, techniques, NoSQL, and graph,
eBook, viewed 29 October 2021, O'Reilly eBooks and videos.
White, TE 2015, Hadoop: the definitive guide,
eBook, 4th edn, viewed 2 November 2021, O'Reilly eBooks and videos.
Mayer-Schonberger, V & Kenneth, C 2013, Big data: a revolution that will transform how we live, work and think,
John Murray, London.
more...less...
Book available in the library collection.

Loshin, D 2013, Big data analytics: from strategic planning to enterprise integration with tools, techniques, NoSQL, and graph,
eBook, viewed 29 October 2021, O'Reilly eBooks and videos.
Mayer-Schonberger, V & Kenneth, C 2013, Big data: a revolution that will transform how we live, work and think,
John Murray, London.
more...less...
Book available in the library collection.
Mishra, RK 2018, PySpark recipes: a problem-solution approach with PySpark2,
eBook, doi:10.1007/978-1-4842-3141-8
Drabas, T & Lee, D 2017, Learning PySpark,
eBook, viewed 2 November 2021, O'Reilly eBooks and videos.

Loshin, D 2013, Big data analytics: from strategic planning to enterprise integration with tools, techniques, NoSQL, and graph,
eBook, viewed 29 October 2021, O'Reilly eBooks and videos.
Drabas, T & Lee, D 2017, Learning PySpark,
eBook, viewed 2 November 2021, O'Reilly eBooks and videos.
Guller, M 2015, Big data analytics with Spark: a practitioner's guide to using Spark for large-scale data processing, machine learning, and graph analytics, and high-velocity data stream processing,
eBook, doi:10.1007/978-1-4842-0964-6

Loshin, D 2013, Big data analytics: from strategic planning to enterprise integration with tools, techniques, NoSQL, and graph,
eBook, viewed 29 October 2021, O'Reilly eBooks and videos.
Guller, M 2015, Big data analytics with Spark: a practitioner's guide to using Spark for large-scale data processing, machine learning, and graph analytics, and high-velocity data stream processing,
eBook, doi:10.1007/978-1-4842-0964-6
Chen, M, Mao, S, Zhang, Y & Leung, VCM 2014, Big data: related technologies, challenges and future prospects,
eBook, doi:10.1007/978-3-319-06245-7
Chapter 5 Big data analysis

Suthaharan, S 2016, Machine learning models and algorithms for big data classification: thinking with examples for effective learning,
eBook, doi:10.1007/978-1-4899-7641-3
Furht, B & Villanustre, F 2016, Big data technologies and applications,
eBook, doi:10.1007/978-3-319-44550-2
Spark in action

Guller, M 2015, Big data analytics with Spark: a practitioner's guide to using Spark for large-scale data processing, machine learning, and graph analytics, and high-velocity data stream processing,
eBook, doi:10.1007/978-1-4842-0964-6
Aggarwal, CC 2018, Neural networks and deep learning,
eBook, doi:10.1007/978-3-319-94463-0
Thomas, JJ, Karagoz, P, Ahamed, BB & Vasant, P (eds) 2020, Deep learning techniques and optimization strategies in big data analytics,
eBook, viewed 2 November 2021, EBSCO eBooks.

No readings

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