TitleData science & big data analytics : discovering, analyzing, visualizing, and presenting data / EMC Education Services
Imprint Indianapolis, IN : Wiley, 2015
Descript xiii, 410 pages : illustrations ; 24 cm

SUMMARY

Data Science and Big Data Analytics is about harnessing the power of data for new insights. The book covers the breadth of activities and methods and tools that Data Scientists use. The content focuses on concepts, principles and practical applications that are applicable to any industry and technology environment, and the learning is supported and explained with examples that you can replicate using open-source software. This book will help you: Become a contributor on a data science teamDeploy a structured lifecycle approach to data analytics problemsApply appropriate analytic techniques and


CONTENT

Cover; Introduction; EMC Academic Alliance; EMC Proven Professional Certification; Chapter 1: Introduction to Big Data Analytics; 1.1 Big Data Overview; 1.2 State of the Practice in Analytics; 1.3 Key Roles for the New Big Data Ecosystem; 1.4 Examples of Big Data Analytics; Summary; Exercises; Bibliography; Chapter 2: Data Analytics Lifecycle; 2.1 Data Analytics Lifecycle Overview; 2.2 Phase 1: Discovery; 2.3 Phase 2: Data Preparation; 2.4 Phase 3: Model Planning; 2.5 Phase 4: Model Building; 2.6 Phase 5: Communicate Results; 2.7 Phase 6: Operationalize


SUBJECT

  1. Quantitative research
  2. Big data
  3. Data mining

LOCATIONCALL#STATUS
Central Library (4th Floor)006.312 D27 CHECK SHELVES
Chula Business School Library006.312 D232 2015 CHECK SHELVES
Chula Business School Library006.312 D232 2015 CHECK SHELVES