A Hands-on Introduction to Big Data Analytics

Funmi Obembe, Ofer Engel

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Hardback

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English

Sage Publications Ltd
23 February 2024

Data analysis: general; Business mathematics & systems

This practical textbook offers a hands-on introduction to big data analytics, helping you to develop the skills required to hit the ground running as a data professional.

It complements theoretical foundations with an emphasis on the application of big data analytics, illustrated by real-life examples and datasets. Containing comprehensive coverage of all the key topics in this area, this book uses open-source technologies and examples in Python and Apache Spark.

Learning features include:

- Ethics by Design encourages you to consider data ethics at every stage.

- Industry Insights facilitate a deeper understanding of the link between what you are studying and how it is applied in industry.

- Datasets, questions, and exercises giveyou the opportunity to apply your learning.

Dr Funmi Obembe is the Head of Technology at the Faculty of Arts, Science and Technology, University of Northampton.

Dr Ofer Engel is a Data Scientist at the University of Groningen.

By: Funmi Obembe, Ofer Engel
Imprint: Sage Publications Ltd
Country of Publication: United Kingdom
Dimensions: Height: 246mm, Width: 189mm,
Weight: 1.020kg
ISBN: 9781529600094
ISBN 10: 152960009X
Pages: 392
Publication Date: 23 February 2024
Audience: College/higher education , Primary
Format: Hardback
Publisher's Status: Active

Chapter 1: Introduction to Big Data Analytics Chapter 2: Big Data Technologies Chapter 3: Apache Spark Chapter 4: Big Data Storage Chapter 5: Big Data Analytics and Cloud Computing Chapter 6: Big Data Analytics and Actionable Insights Chapter 7: Graph Analytics Chapter 8: Machine Learning Chapter 9: Natural Language Processing Chapter 10: Real time data analytics Chapter 11: Big Data Analytics and Visualisation Chapter 12: Going Forward

Dr Funmi Obembe is the Head of Technology at the Faculty of Arts, Science and Technology, University of Northampton. Dr Ofer Engel is a Data Scientist at the University of Groningen.