WIXLIB

Sunnie ChungCleveland State University

They are very new technologies to ComputerScience in rise of Web Service on Internet (IoT) They were fast developed and fast evolving Research and Developments led by new Industriessuch as Google, Facebook, Yahoo. Academia was far behind in these areas The subjects are very complex and evolvingunbelievably fast.Sunnie Chung Cleveland State University2

Data Science Big Data Processing Data MiningSunnie Chung Cleveland State University4

Computer ScienceStatisticsData MiningBig data Processing SystemsBig Data Processing Skills and TechniquesSunnie Chung Cleveland State University5

Every CEO’s To Do ListDefense DepartmentNASA : Predict Natural Disaster like EarthquakeNSA, Homeland Security : Predict and PreventTerrorists’ Acts Internet start-ups Financial institutions Sunnie Chung Cleveland State University6

Any revenue driven critical business decisions Customer profiling Customer loyalty analysisCyber Security and Protection Fraud detection in Credit Card, ATM Intrusion Detection in Systems with sensitivedataSunnie Chung Cleveland State University7

Math, Statistics and DatabasesBig Data Specific Processing TechniquesCloud ComputingMassively Parallel Big Data Processing SystemsData Source ModelingData Mining Strategies Data Driven solutionsSunnie Chung Cleveland State University8

Databases Big Data Processing Systems: Parallel Data Warehouse and OLAP Map Reduce Hadoop Based MPP Systems Statistics Data MiningSunnie Chung Cleveland State University9

Massively Parallel Processing Systems Parallel Data Warehouse Based Systems : Oracle, Tera Data, Microsoft PDW, IBM In Memeory NEW SQL Systems Hadoop/MapReduce Based Systems: No SQL systems Mongo DBPig LatinHbaseHiveAnd So many Others Cloud: Big Data Processing Systems on Cloud Google Cloud, Amazon Cloud, Microsoft Azure, Oracle, IBMSunnie Chung Cleveland State University10

lational-databases/Sunnie Chung Cleveland State University11

CIS 530 Database Systems and Modern Database ProcessingCIS 611 : Parallel Data Warehouse and OLAP:CIS 612 : Big Data and Parallel Data Processing SystemsHadoop/ MapReduceNo SQL SystemsVM(Virtual Machine)Cloud ComputingCIS 660: Data Mining – Web/Text MiningEEC 525 Machine LearningCIS 695 Practicum in Data Analytics and Big Data ProcessingIS-MCIS 696: Social Networks AnalysisSunnie Chung Cleveland State University12CIS 667: Bioinformatics

Math and StatisticsCertificates on Applied Predictive Modeling:MTH 521 : Time Series AnalysisMTH 531 : Categorical Data AnalysisMTH 537 : Operation ResearchMTH 567 : Applied Linear Models IMTH 638 : Operation Research IIMTH 668 : Applied Linear Models IIMTH 675 : Applied Multivariate StatisticsSunnie Chung Cleveland State University13

Certificates on Business AnalyticFor SAS Certificate with SAS Enterprise Miner ToolBUS 575 : Introduction to Business AnalyticsBUS 600 : Applied Business AnalyticsBUS 601 : Managing Databases for Business AnalyticsBUS 602 : Strategy for Business AnalyticsBUS 603 : SAS for Data and Statistical AnalysisBUS 604: Advanced Business Analytics IBUS 606: Practicum in Business AnalyticsSunnie Chung Cleveland State University14

CIS 530 : Database Systems and Modern Database ProcessingCIS 611 : Enterprise Database and Parallel Data Warehouse and OLAPCIS 612 : Big Data and Parallel Data Processing SystemsHadoop and MapReduceNoSQL Big Data Processing SystemsCloud and VM (Virtual Machine)CIS 695: Practicum in Data Analytics and Big Data ProcessingCIS 660: Data Mining and Text MiningEEC 525 Machine LearningIS-MCIS 696: Social Networks AnalysisBUS 603 : SAS for Data and Statistical AnalysisBUS 604: Advanced Business Analytics IMTH 531 : Categorical Data Analysis for Predictive ModelCIS 667: BioinformaticsSunnie Chung Cleveland State University15

Current Research/Publications at CSUSunnie Chung Research on Integrating Big Data Management Systems Research on Data Analytics for Intrusion Detection Research on Data Analytics for Machine Fault DetectionSunnie Chung Cleveland State University16

Explorys by IBM website: https://www.explorys.com/ Data Analytic/ Big Data Processing on Health and Wellness Data Data Analytic for Cleveland Clinic , Metro Health Progressive Big Data Processing on Auto Insurance : Hadoop Based MPP Systems PNC Big Data Processing Systems on Financial Data ParkerSunnie Chung Cleveland State University17

Annual Data Analytics and Big Data ProcessingWorkshop/Meetup at CSUEECS Dept of CSU is hosting the Big Data meeting annuallyto connect our students to the local Big Data IndustryBig Data Industry Presentations on Nov 16 at CSU Data Scientist GroupRegular webinar on Advanced Data Analytic TopicsSunnie Chung Cleveland State University18

Sunnie Chung Cleveland State University19

226 people attended from Academia and industry.Presentations:IBM Watson Research TeamData Analytics Project by Explorys IBM on Health Data fromCleveland Clinic Data Analytics Project by Progressive on SNAPSHOT:GPS records from Clients’s cars Provided Direct Job/Internships opportunities to CSU DataAnalytic Students in Engineering and Business College. Sunnie Chung Cleveland State University20

IT Talent Event by JabsOhio for IT Workforce Development inNEOhio Explorys by IBM Data Analytic/ Big Data Processing on Health and Wellness Data Data Analytic for Cleveland Clinic , Metro Health Progressive Big Data Processing on Auto Insurance : Hadoop Based MPP Systems PNC Big Data Parker More than 50 local company participationSunnie Chung Cleveland State University21

Encourage the best high school students to pursueData Analytics and Cyber Security Careers Encourage Undergraduates to enrol GraduateSchool Feed the Data Analytics and Cyber Security studentintern programs Develop the Next Generation of Scientists andResearchers Promoting STEM at the high school level A true “grass roots” movementSunnie Chung Cleveland State University22

Based on Top 10 Best Data Analytics Programs onwww.masterindatascience.orgGood Balance of Core Subjects, Analytic Skills and Practicum North Western University Indiana University Bloomington Carnegie Mellon (NSF Chosen MidWest Region Big DataProgram)Sunnie Chung Cleveland State University23

MSIA 401 Statistical Methods for Data MiningMSIA 431 Analytics for Big DataMSIA 489 Industry PracticumMSIA 490-21 Predictive Models for Credit Risk ManagmentMSIA 490-23 Healthcare AnalyticsMSIA 490-25 Intro to Java ProgrammingMSIA 490-27 Social Networks AnalysisMSIA 490 Intro to Databases & Information RetrievalMSIA 411 Data VisualizationMSIA 420 Predictive AnalyticsMSIA 421 Data MiningMSIA 430 Introduction to Data Warehousing and Workflow ManagementMSIA 490-20 Text AnalyticsMSIA 490-20 Topics in Analytics with PythonMSIA 440 Optimization and HeuristicsSunnie Chung Cleveland State University24

2 years of Master of Data Science/Data Analytics or Hybrid : Master of Data Science and ComputerInformation Science Good balance of Courses on Core Subjects:Big Data Processing ApplicationAdvanced DatabaseAdvanced AlgorithmStatisticsData MiningSecurity in Network SystemInformation VisualizationCloud Computing Variety of good related Courses are availableSunnie Chung Cleveland State University25

Business Intelligence & Data Analytics Curriculum: Prerequisite: OOP Programming Courses and 3 years Working Experience95-703 Database Management1295-796 Statistics for IT Managers695-710 Economic Analysis695-797 Data Warehousing694-806 Privacy in the Digital Age695-868 Exploring and Visualizing Data 695-791 Data Mining695-852 Analytics and Business Intelligence95-866 Advanced Business Analytics6Sunnie Chung Cleveland State University626

Data Visualization Cloud ComputingSunnie Chung Cleveland State University27

Building Secure Web ApplicationsDetecting Software VulnerabilitiesDatabase SecuritySecure Programming in the CloudNetwork SecuritySecure Software EngineeringMitigating Software VulnerabilitiesSunnie Chung Cleveland State University29

Prevention and Protection Strategies in Cybersecurity Monitoring, Auditing, Intrusion Detection, IntrusionPrevention, and Penetration Testing Cyber Crime Investigation and Digital Forensics Human Aspects in Cybersecurity: Ethics, Legal Issues, andPsychologySunnie Chung Cleveland State University30

EEC 592 Hands-on Experience in Computer System SecurityEEC 688 Secure and Dependable ComputingEEC 693 Network Security and Privacy IEEC 693 Network Security and Privacy IICIS 675, Information SecurityEEC 623 Software Quality AssuranceEEC 693 Special topic: Secure Cloud ComputingSunnie Chung Cleveland State University31

Ye Zhu:Active NSF grant on Password Security Ye Zhu, Chansu Yu, Haodong Wang:Active NSF grant on Security and Privacy in Mobil DeviceEncryption Sanchita Mal-Sarkar, Chansu Yu:Active NSF grant on Educational System for Software andHardware securitySunnie Chung Cleveland State University32

Chansu Yu, Haodong Wang GPS Verification Sunnie Chung: Research proposal on Data Analytics on Web Service loggingdata for Intrusion Detection/Prevention and Fraud Detection Research Proposal on Cyber Database Security on Cloud byQuerying Encrypted Database Without Decrypting Research proposal on Building Querying System for Cyber CrimeInvestigation and Digital ForensicsSunnie Chung Cleveland State University33

Prevention and Protection Strategies in Cybersecurity Monitoring, Auditing, Intrusion Detection, IntrusionPrevention, and Penetration Testing Cyber Crime Investigation and Digital ForensicsSunnie Chung Cleveland State University34

666: Data Protection-Privacy Challenges Posed by Internet &Cloud (includes cyber risk management) 622 Legal Responses to Terrorism 650 Int'l Aspects Intellect Prop 665 Computers & Law (predominantly criminal) 690 HIPAA and Privacy (health care info systems) 797 Info Technology & Law 882 Externship - U.S. AttorneySunnie Chung Cleveland State University35

Cyber Security Consortium Dr. Julien Earls Dr. Chansu Yu Dr. Ye ZhuSunnie Chung Cleveland State University36

Faculty in these three areas: Cyber SecurityData AnalyticsCloud Computing Support of the Existing Faculty for Research on: Integrating Big Data Management SystemsData Analytics for Intrusion DetectionCyber Database Security on CloudBuilding Querying System for Cyber Crime Investigation and DigitalForensics Teaching and Research Labs for: Data Analytics and Cloud ComputingCyber Security and Cloud ComputingSunnie Chung Cleveland State University37

CIS 611 : Parallel Data Warehouse and OLAP: CIS 612 : Big Data and Parallel Data Processing Systems Hadoop / MapReduce No SQL Systems VM(Virtual Machine) Cloud Computing CIS 660: Data Mining -Web/Text Mining EEC 525 Machine Learning CIS 695 Practicum in Data Analytics and Big Data Processing IS-MCIS 696: Social Networks Analysis CIS 667 .