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Stem conference

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Presentation given to the University of Phoenix sponsored STEM symposium in La Palma, California.

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Stem conference

  1. 1. DAN D’URSO • OWNER ORANGE COAST DATABASE ASSOCIATES, INC. • IT INSTRUCTOR AT UNIVERSITY OF PHOENIX • 25 YEARS SOFTWARE MANAGER AT DIGITAL EQUIPMENT (NOW HEWLETT-PACKARD); SOFTWARE ENGINEER COMPILERS AND OPERATING SYSTEMS AT BURROUGHS CORPORATION • MBA QUANTITATIVE METHODS , MS COMPUTER SCIENCE 4/22/2017IT IN BIG DATA AND DATA SCIENCE
  2. 2. BIG DATA & DATA SCIENCE GROWTH OPPORTUNITIES BIG DATA DATA SCIENCE APPLICATIONS TECHNOLOGIES CAREERS SKILLS REQUIRED 4/22/2017IT IN BIG DATA AND DATA SCIENCE
  3. 3. GROWTH OPPORTUNITIES • BIG DATA AND DATA SCIENCE ARE RELATED FIELDS – DATA SCIENCE HAS BEEN CALLED THE MARRIAGE OF BIG DATA AND STATISTICS • SEXIEST JOB OF THE 21ST CENTURY (HARVARD BUSINESS REVIEW, 2016) • BY2018 WE WILL NEED 1.5 MILLION MANAGERS AND ANALYSTS AT LEAST FAMILIAR WITH DATA OPERATIONS ALONG WITH 140 TO 190 THOUSAND DATA SCIENTISTS • DATA SCIENTIST WILL BE 3RD HIGHEST PAYING OCCUPATION (LYNDA.COM, 2016) 4/22/2017IT IN BIG DATA AND DATA SCIENCE
  4. 4. WHAT IS BIG DATA HUGE VOLUMES EXTREME VELOCITY WIDE VARIETY 4/22/2017IT IN BIG DATA AND DATA SCIENCE
  5. 5. BIG DATA VOLUME 4/22/2017IT IN BIG DATA AND DATA SCIENCE
  6. 6. BIG DATA VELOCITY 4/22/2017IT IN BIG DATA AND DATA SCIENCE
  7. 7. BIG DATA VARIETY 4/22/2017IT IN BIG DATA AND DATA SCIENCE • NEW DATA SOURCES MAKING DATA ANALYSIS JOB MORE COMPLEX
  8. 8. DATA SCIENCE USES BIG DATA FROM DATABASES AND SOCIAL MEDIA APPLIES STATISTICAL AND VISUALIZATION TOOLS CURRENT USES INCLUDE PREDICTIVE ANALYTICS AND MACHINE LEARNING 4/22/2017IT IN BIG DATA AND DATA SCIENCE
  9. 9. APPLICATIONS • ELECTRONIC HEALTH RECORDS, PATIENT MONITORING • REAL TIME PRODUCT OFFERS • PREDICTIVE ANALYTICS USING SOCIAL MEDIA DATA (CROSS-SELLING, MARKET PRICES) • FRAUD DETECTION • ONLINE AD PLACEMENT • MANUFACTURING PROCESS IMPROVEMENTS • ANALYSIS OF SCIENTIFIC DATA: ASTRONOMY, PHYSICS, BIOLOGY (GENOMICS) 4/22/2017IT IN BIG DATA AND DATA SCIENCE
  10. 10. BASE TECHNOLOGIES • UNIX/LINUX • HADOOP/SPARK – PARALLEL PROCESSING USING HUNDREDS OF COMPUTERS • JAVA /SCALA – MAIN PROGRAMMING LANGUAGES FOR ABOVE • PYTHON – SWISS ARMY KNIFE PROGRAMMING LANGUAGE • R STATISTICS LANGUAGE • ANALYTICAL TOOLS – EXCEL, TABLEAU, BI TOOLS, SAS/SPSS, ETC. 4/22/2017IT IN BIG DATA AND DATA SCIENCE
  11. 11. CAREERS BACK END • SYSTEMS ADMINISTRATOR (UNIX/LINUX) • DATA BASE ADMINISTRATOR • NETWORK ADMINISTRATOR FRONT END • DATA SCIENTIST • STATISTICIAN • DATA ANALYST • BUSINESS ANALYST • BUSINESS INTELLIGENCE ANALYST 4/22/2017IT IN BIG DATA AND DATA SCIENCE
  12. 12. INDUSTRIES POTENTIAL VARIES BY INDUSTRY MOST WILL MAKE INCREASING USE OF BIG DATA AND DATA SCIENTISTS 4/22/2017IT IN BIG DATA AND DATA SCIENCE
  13. 13. IT TECHNOLOGY SKILLS DATA ENGINEERING • UNIX/LINUX • HADOOP/SPARK • DATABASES (ESP. NOSQL) • JAVA • PYTHON DATA ANALYSIS/DATA SCIENCE • DATABASE QUERYING/BI TOOLS • PYTHON • R (LEADING STATISTICS LANGUAGE) • YES, EXCEL, TABLEAU. ETC. • UNIX/LINUX COMMAND LINE MAY BE HELPFUL 4/22/2017IT IN BIG DATA AND DATA SCIENCE
  14. 14. REQUIRED SKILL SET 4/22/2017IT IN BIG DATA AND DATA SCIENCE
  15. 15. REFERENCES • DAVENPORT T., & PATIL, D. (2012, OCTOBER). DATA SCIENTIST: THE SEXIEST JOB OF THE 21ST CENTURY. HARVARD BUSINESS REVIEW. RETRIEVED FROM HTTPS://HBR.ORG/2012/10/DATA- SCIENTIST-THE-SEXIEST-JOB-OF-THE-21ST-CENTURY • DAVIS, P. (2013, JULY 23). MCKINSEY REPORTHIGHLIGHTS THE IMPENDING DATA SCIENTIST SHORTAGE. PIVOTAL. RETRIEVED FROM: HTTPS://BLOG.PIVOTAL.IO/DATA-SCIENCE- PIVOTAL/NEWS/MCKINSEY-REPORT-HIGHLIGHTS-THE-IMPENDING-DATA-SCIENTIST-SHORTAGE • HURWITZ, J., NUGENT, A., HALPER, DR. F. & KAUFMAN, M. (2013). BIG DATA FOR DUMMIES. HOBOKEN, NJ: JOHN WILEY & SONS, INC. • KING, J. (2014, DECEMBER 4). 2014 DATA SCIENCE SALARY SURVEY. RADAR. RETRIEVED FROM: HTTP://RADAR.OREILLY.COM/2014/12/2014-DATA-SCIENCE-SALARY-SURVEY.HTML • LANEY, D. (2001, FEBRUARY 6). 3D DATA MANAGEMENT: CONTROLLINGDATA VOLUME, VELOCITY AND VARIETY. META GROUP. RETRIEVED FROM HTTP://BLOGS.GARTNER.COM/DOUG- LANEY/FILES/2012/01/AD949-3D-DATA-MANAGEMENT-CONTROLLING-DATA-VOLUME-VELOCITY-AND-VARIETY.PDF • LYNDA.COM. (2016). INTRODUCTION TO DATA SCIENCE. RETRIEVED FROM: HTTPS://WWW.LYNDA.COM/BIG-DATA-TUTORIALS/INTRODUCTION-DATA-SCIENCE/420305-2.HTML • MANYIKA, J., CHUI, M., BROWN B., BUGHIN J., DOBBS R., ROXBURGH, C., BEYERS, A. (2011, MAY). BIG DATA: THE NEXT FRONTIERFOR INNOVATION, COMPETITION AND PRODUCTIVITY. REPORT – MCKINSEY GLOBAL INSTITUTE. RETRIEVED FROM HTTP://WWW.MCKINSEY.COM/BUSINESS-FUNCTIONS/DIGITAL-MCKINSEY/OUR-INSIGHTS/BIG-DATA-THE-NEXT-FRONTIER-FOR- INNOVATION • PROVOST, F., & FAWCETT, T. (2013). DATA SCIENCE FOR BUSINESS. SEBASTOPOL, CA: O’REILLY MEDIA, INC. 4/22/2017IT IN BIG DATA AND DATA SCIENCE

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