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World of data @ praxis 2013 v2

  1. World of Data why, who & how ? prithwis mukerjee, phd program director, business analytics
  2. "In God we trust, everyone else brings Data to the table" Data Driven Management has given birth to tools and techniques that allow managers to drill down to the root of the issue at hand • Electronic Data Processing • Operations Research • Management Information Systems • Relational Databases • ERP • Data Warehousing
  3. Interpretation & Abstraction Data Information Knowledge Insight Wisdom
  4. Breaking news : from TV to 3V Volume Velocity Variety
  5. Mapping Twitter Sentiments http://www.sgi.com/go/twitter/?/#heatmaps
  6. Twitter in the Stock Market http://socialmediatoday.com/leaderswest/1417691/how-twitter-affects-stock-market-infographic
  7. Text Analytics for IP Management
  8. 2013 Trends in Analytics 1.Customer Analytics: Personalized, cross-channel, customer-driven analytics will drive new focus on delivering individualized, personalized digital experiences 2.Mobile Analytics. Increased use of mobile will drive requirement for analytics applied to mobile generated data 3.Social and Textual Analytics. Moving beyond batch listening, Social Business Managers want to be able to analyze social conversations and influencer networks in real time. 4.Predictive Analytics: New innovative applications of advanced algorithms and modeling techniques will advance the science of predictive analytics. 5.Real-Time Analytics. As decision makers get a taste for what can be done, they will want that information faster…..and eventually in real time 2013 HorizonWatching trend report - Creative Commons Attribution License
  9. 2013 Trends in Analytics 6.Interest Grows in Data Visualization: Enterprises learn that managing and extracting insights from Big Data is not enough…you need to be able to display the insights for decision makers. 7.Self- Service. Decision makers will increasingly want access to simple to use analytic tools that provide visualization rich output. Oh….and they want that output on their tablet. 8.Hadoop matures. Hadoop functionality improves and CIOs begin to consider it for mission critical applications 9.Data Scientists: There will be a rush to hire skilled Big Data Scientists, often via services like Kaggle. 10.Education and Training: Big Data & Analytic Services firms will offer extensive training and certification programs to try to help fill the shortages of skilled Data Scientists.
  10. The Rise of the Data Scientist 2013 “A data scientist is someone who can understand the desired business outcome, examine the data, and create hypotheses about how to establish predictive rules that can enable business outcomes such as increasing eCommerce upsell, keeping a production line running, or eliminating stock-outs” – Forrester Harvard Business Review - October 2012
  11. Business Analytics Program Techniques : Statistics, Econometrics, Dimensional modelling, Map Reduce, Tools : SQL, R, SAS, Data warehousing, Data Mining, Hadoop, Visualisation Business : Domain knowledge ( retail, telecom, finance ) Enterprise Performance Management, Business Communication 9 month full time program at Praxis campus + 3 months industry internship followed by placement services
  12. Questions ?
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