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Courses and Instructional
Information by Dr. William Perrizo

CS479_679 Introduction to Database Data Mining
CS765 Introduction to Database Systems I
CS766 Database Systems Internals II
CS778 Computer Networks
CS783 I Advanced Topics in Space Mission System Design
CS783 II Advanced Topics in Spatial Knowledge Discovery and Data Mining Systems
CS783 III Advanced Topics Bioinformatics
CS783 IV Advanced Topics in High Performance Computing and Vertical Data /A>
CS779 Advanced Data Mining
CS785 Topics in Data Mining Architectures
CS785 ATiDMA_2
CS790 Database and Data Mining Seminars
Other Materials


















CS479_679 (Introduction to Data Mining)
  • Syllabus
  • Querying and Data Mining LECTURE
  • Data Warehouses and Data Cubes1
  • Data Warehouses and Data Cubes LECTURE
  • Data Warehouses and Data Cubes2
  • Data Mining notes
  • Data Mining ARM LECTURE
  • Association Rule Mining notes
  • Data Mining Classification LECTURE
  • Classification notes
  • Data Mining Clustering LECTURE
  • Clustering notes
  • DATA1 LECTURE
  • DATA2 LECTURE
  • DATA3
  • DATA4 LECTURE
  • DATA5 LECTURE
  • DATA6 LECTURE
  • DATA7 LECTURE
  • SOME PAPER TOPICS and FOCUS AREA IDEAS
    TEXT BOOK SLIDES













    CS765 (Database Systems)
    Sections Powerpoint only     Sections LECTURES Additional Materials (text based versioins or HTML; Similar coverage as above) Misc Topics









    CS766: Selected Topics in Database and Data Mining Internals
  • Introduction to Persistent Storage, Concurrency Control and Recovery_LECTURE
  • Introduction to Concurrency Control and Recovery
  • Introduction to Mathematical Background
  • Transactions (History,SerialExec,ConflictSR,RC,ACA,ST,RG,IncrDecr,ViewSR)
  • Two Phase Locking (2PL,DeadLocks,IndexLock,Insert,TMarch,D2PL)
  • Non-Locking Schedulers (TSO,SGT,ViewEquiv,STSO,CTSO,SSGT,ROLL,UniversalModel-TM-QP-DM)
  • Recovery (Failure(tras,sys,media),DM,CM,RM,CheckPoint)
  • Distributed Recovery
  • Replicated Data
  • Multilevel Security in Databases
  • Introductin to Association Rule Mining
  • Introduction to Classification
  • Introduction to Clustering
  • Software Engineering and Data Mining
  • Data LECTURE0
  • Data LECTURE1
  • Data LECTURE2
  • Data LECTURE3
  • DBMS LECTURE0
  • DBMS LECTURE1
  • DBMS LECTURE2
  • DBMS LECTURE3
  • DBMS LECTURE4
  • DBMS LECTURE5
  • Transactions LECTURE1
  • Transactions LECTURE2
  • Transactions LECTURE3
  • Queries LECTURE1
  • Queries LECTURE2
  • Queries LECTURE3
  • Data Mining Association Rule Mining LECTURE
  • Data Mining Classification/Prediction LECTURE
  • Data Mining Clustering/Partitioning LECTURE RELATED MATERIAL









    CS778 Computer Networks







    CS779 Advanced Data Mining
  • Notes from Former Offerings OTHER MATERIALS
  • Rough VDM Book
  • Rough VDM Book Intro







    CS783 Advanced Topics in Space Mission System Design







    CS783 Advanced Topics in Spatial Knowledge Discovery and Data Mining Systems







    CS783 Advanced Topics in Bioinformatics









    CS783 Advanced Topics High Performance Computing and Vertical Data

  • LECTURE 0: Simulation-Modelling versus Prediction
  • LECTURE 1: Vertical Data Structures
  • LECTURE 2: Introduction to High Performance Parallel Programming
  • LECTURE 3: Parallel Algrothims
  • LECTURE 4: Basic Communication Operators
  • LECTURE 5: Analytic Modeling of Parallel Systems
  • LECTURE 6: Message Passing
  • LECTURE 7: Programming Shared Address Spaces
  • LECTURE 8: Dense Matrix Algorithms
  • LECTURE 9: Sorting Algorithms
  • LECTURE 10: Graph Algorithms
  • LECTURE 11: Search Algorithms for Discrete Optimization Problems
  • LECTURE 12: Dynamic Programming

  • Prelimary Course Outlne

  • Additional slides sets











    CS785 Advanced Topics in Data Mining






    C.S. 790 Database and Data Mining Seminar






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