CP5009 DATA VISUALIZATION TECHNIQUES SYLLABUS - ANNA UNIVERSITY PG REGULATION 2017 - Anna University Multiple Choice Questions

CP5009 DATA VISUALIZATION TECHNIQUES SYLLABUS - ANNA UNIVERSITY PG REGULATION 2017

CP5009 DATA VISUALIZATION TECHNIQUES SYLLABUS
REGULATION 2017
ME CSE - SEMESTER 3

OBJECTIVES:
  • To develop skills to both design and critique visualizations.
  • To introduce visual perception and core skills for visual analysis.
  • To understand visualization for time-series analysis.
  • To understand visualization for ranking analysis.
  • To understand visualization for deviation analysis.
  • To understand visualization for distribution analysis.
  • To understand visualization for correlation analysis.
  • To understand visualization for multivariate analysis.
  • To understand issues and best practices in information dashboard design.

UNIT I CORE SKILLS FOR VISUAL ANALYSIS
Information visualization – effective data analysis – traits of meaningful data – visual perception –making abstract data visible – building blocks of information visualization – analytical interaction – analytical navigation – optimal quantitative scales – reference lines and regions – trellises and crosstabs – multiple concurrent views – focus and context – details on demand – over-plotting reduction – analytical patterns – pattern examples.

UNIT II TIME-SERIES, RANKING, AND DEVIATION ANALYSIS
Time-series analysis – time-series patterns – time-series displays – time-series best practices – part-to-whole and ranking patterns – part-to-whole and ranking displays – best practices – deviation analysis – deviation analysis displays – deviation analysis best practices.

UNIT III DISTRIBUTION, CORRELATION, AND MULTIVARIATE ANALYSIS
Distribution analysis – describing distributions – distribution patterns – distribution displays – distribution analysis best practices – correlation analysis – describing correlations – correlation patterns – correlation displays – correlation analysis techniques and best practices – multivariate analysis – multivariate patterns – multivariate displays – multivariate analysis techniques and best practices.

UNIT IV INFORMATION DASHBOARD DESIGN
Information dashboard – Introduction– dashboard design issues and assessment of needs – Considerations for designing dashboard-visual perception – Achieving eloquence.

UNIT V INFORMATION DASHBOARD DESIGN
Advantages of Graphics _Library of Graphs – Designing Bullet Graphs – Designing Sparklines – Dashboard Display Media –Critical Design Practices – Putting it all together- Unveiling the dashboard.

TOTAL : 45 PERIODS


OUTCOMES:

Upon completion of the course, the students should be able to:
  • Explain principles of visual perception
  • Apply core skills for visual analysis
  • Apply visualization techniques for various data analysis tasks
  • Design information dashboard

REFERENCES:
  1. Ben Fry, "Visualizing data: Exploring and explaining data with the processing environment", O'Reilly, 2008.
  2. Edward R. Tufte, "The visual display of quantitative information", Second Edition, Graphics Press, 2001.
  3. Evan Stubbs, "The value of business analytics: Identifying the path to profitability", Wiley, 2011.
  4. Gert H. N. Laursen and Jesper Thorlund, "Business Analytics for Managers: Taking business intelligence beyond reporting", Wiley, 2010.
  5. Nathan Yau, "Data Points: Visualization that means something", Wiley, 2013.
  6. Stephen Few, "Information dashboard design: Displaying data for at-a-glance monitoring", second edition, Analytics Press, 2013.
  7. Stephen Few, "Now you see it: Simple Visualization techniques for quantitative analysis", Analytics Press, 2009.
  8. Tamara Munzner, Visualization Analysis and Design, AK Peters Visualization Series, CRC Press, Nov. 2014

11 comments:

  1. Highly informative article. This site has lots of information and it is useful for us. Thanks for sharing your views. - best shirdi tour package from chennai, shirdi flight package

    http://www.myshirditrip.com/shirdi-flight-package-from-chennai.html

    ReplyDelete
  2. Enjoyed reading the article above , it really explains everything in detail and the article is very interesting and effective. blackberry service center in ambattur, blackberry service center in avadi, blackberry service center in hindu college, blackberry service center in pattabiram, blackberry service center in tiruninravur, blackberry service center in veppampattu, blackberry service center in sevvapet road, blackberry service center in putlur, blackberry service center in tiruvallur, blackberry service center in egattur, blackberry service center in kadambattur, blackberry service center in senji panambakkam, blackberry service center in manavur, blackberry service center in tiruvalangadu, blackberry service center in mosur, blackberry service center in puliyamangalam, blackberry service center in arakkonam, blackberry service center in tiruttani
    http://apjsmartworks.com/blackberry-service-center-in-ambattur.html

    ReplyDelete
  3. Thanks to author for sharing this information. Highly informative article. Really glad to read this article. htc service center in ambattur, htc service center in avadi, htc service center in hindu college, htc service center in pattabiram, htc service center in tiruninravur, htc service center in veppampattu, htc service center in sevvapet road, htc service center in putlur, htc service center in tiruvallur, htc service center in egattur, htc service center in kadambattur, htc service center in senji panambakkam, htc service center in manavur, htc service center in tiruvalangadu, htc service center in mosur, htc service center in puliyamangalam, htc service center in arakkonam, htc service center in tiruttani
    http://apjsmartworks.com/htc-service-center-in-ambattur.html

    ReplyDelete
  4. I am wondering and looking this website. I got sufficient information. iphone service center in ambattur, iphone service center in avadi, iphone service center in hindi college, iphone service center in pattabiram, iphone service center in tiruninravur, iphone service center in veppampattu, iphone service center in sevvapet road, iphone service center in putlur, iphone service center in tiruvallur, iphone service center in egattur, iphone service center in kadambattur, iphone service center in senji panambakkam, iphone service center in manavur, iphone service center in tiruvalangadu, iphone service center in mosur, iphone service center in puliyamangalam, iphone service center in arakkonam, iphone service center in tiruttani
    http://apjsmartworks.com/iphone-service-center-in-ambattur.html

    ReplyDelete
  5. This is great advice. Very honest and practical.I really enjoyed this post. Nice post. Thanks for sharing. lenovo service center in ambattur, lenovo service center in avadi, lenovo service center in hindi college, lenovo service center in pattabiram, lenovo service center in tiruninravur, lenovo service center in veppampattu, lenovo service center in sevvapet road, lenovo service center in putlur, lenovo service center in tiruvallur, lenovo service center in egattur, lenovo service center in kadambattur, lenovo service center in senji panambakkam, lenovo service center in manavur, lenovo service center in tiruvalangadu, lenovo service center in mosur, lenovo service center in puliyamangalam, lenovo service center in arakkonam, lenovo service center in tiruttani
    http://apjsmartworks.com/lenovo-mobile-service-center-in-ambattur.html

    ReplyDelete
  6. I really like the dear information you offer in your articles. I’m able to bookmark your site and show to friends to check out up here generally. sony service center in ambattur, sony service center in avadi, sony service center in hindi college, sony service center in pattabiram, sony service center in tiruninravur, sony service center in veppampattu, sony service center in sevvapet road, sony service center in putlur, sony service center in tiruvallur, sony service center in egattur, sony service center in kadambattur, sony service center in senji panambakkam, sony service center in manavur, sony service center in tiruvalangadu, sony service center in mosur, sony service center in puliyamangalam, sony service center in arakkonam, sony service center in tiruttani
    http://apjsmartworks.com/sony-mobile-service-center-in-ambattur.html

    ReplyDelete
  7. I really like your post, thanks for sharing this and looking forward to seeing more from you. xiaomi service center in ambattur, xiaomi service center in avadi, xiaomi service center in hindi college, xiaomi service center in pattabiram, xiaomi service center in tiruninravur, xiaomi service center in veppampattu, xiaomi service center in sevvapet road, xiaomi service center in putlur, xiaomi service center in tiruvallur, xiaomi service center in egattur, xiaomi service center in kadambattur, xiaomi service center in senji panambakkam, xiaomi service center in manavur, xiaomi service center in tiruvalangadu, xiaomi service center in mosur, xiaomi service center in puliyamangalam, xiaomi service center in arakkonam, xiaomi service center in tiruttani
    http://apjsmartworks.com/xiaomi-service-center-in-ambattur.html

    ReplyDelete
  8. Highly informative article. This site has lots of information and it is useful for us. Thanks for sharing your views. - organic waste water converter in uae, fully automatic food waste composer in uae

    Cryogenic Process Controls

    http://cpcglobalinfo.com/sbt/Renew-Energy-Engineering.html

    ReplyDelete
  9. Thanks for sharing the information. - seo company in chennai

    Web Rifer Technologies
    http://www.webrifer.com/seo-company-in-chennai.html

    ReplyDelete