TUNING THE DATA WAREHOUSE Introduction Assessing performance Tuning the – – data load Tuning queries – Unit III Introduction Basics of Data Mining Data Mining Versus INTRODUCTION – – Knowledge Discovery in Database Data Mining Issues Data Mining Metrics Social – – – Implications of Data Mining Data Mining from a Database Perspective – Unit IV RELATED CONCEPTS Databse/OLTP Systems Fuzzy Sets and Fuzzy Logic – – Information Retrieval Decision Support Systems Dimensional Modeling OLAP Web – – – – Search Engines DATA MINING TECHNIQUES Introduction A Statistical Perpective on – Data Mining Similarity Measures Decision Trees Neural Networks Genetic – – – – Algorithms Unit V ASSOCIATION RULES Introduction Large Itemsets Basic Algorithms – – – Parallel and Distributed Algorithms Approaches Incremental Rules –Comparing – – Advanced Association Rule Techniques Measuring the Quality of Rule Techniques – – Measuring the Quality of Rules Text Books: Data Warehouseing In The Real World,Sam Anahory, Dennis Murray, Pearson Education [LPE] ,Thirteenth Indian Reprint, 2005. Data Mining Introductory And Advanced Topics, Margaret H.Dunham, Pearson Education [LPE] First Impression, 2006. Books for Reference: Insight Into Data Mining Theory And Practice By K.P.SomanShyamDiwakarV.Vijay PHI Publication Data Warehousing, Data Mining And Olap By Alex Berson And Stephen J.SmithTMH Publication Data Mining Introductory And Advanced Topics, Margaret H.Dunham, Pearson Education [LPE] First Impression, 2006 ♣♣♣♣♣♣♣♣♣♣ III YEAR V SEMESTER – COURSE CODE: 7BCEE1B ELECTIVE COURSE-I (B)–WEB DESIGN Unit I Introduction to HTML: Markup Languages editing HTML common tags – – – header text styling linking images formatting text special characters, horizontal rules – – – – – and line breaks unordered list nested and ordered list tables and formatting forms – – – – – linking frames. – Unit II Cascading Style Sheets: Introduction Inline styles Embedded Style Sheets Conflicting Style Linking External – – – – Style Sheets Positioning Elements Backgrounds Element Dimension Box Model and – – – – Text Flow Media Types Building a Dropdown menu – –
TUNING THE DATA WAREHOUSE Introduction – Assessing performance – Tuning the data load – Tuning queries Unit III INTRODUCTION Introduction – Basics of Data Mining – Data Mining Versus Knowledge Discovery in Database – Data Mining Issues – Data Mining Metrics – Social Implications of Data Mining – Data Mining from a Database Perspective Unit IV RELATED CONCEPTS Databse/OLTP Systems – Fuzzy Sets and Fuzzy Logic – Information Retrieval – Decision Support Systems – Dimensional Modeling – OLAP – Web Search Engines DATA MINING TECHNIQUES Introduction – A Statistical Perpective on Data Mining – Similarity Measures – Decision Trees – Neural Networks – Genetic Algorithms Unit V ASSOCIATION RULES Introduction – Large Itemsets – Basic Algorithms – Parallel and Distributed Algorithms –Comparing Approaches – Incremental Rules – Advanced Association Rule Techniques – Measuring the Quality of Rule Techniques – Measuring the Quality of Rules Text Books: Data Warehouseing In The Real World,Sam Anahory, Dennis Murray, Pearson Education [LPE] ,Thirteenth Indian Reprint, 2005. Data Mining Introductory And Advanced Topics, Margaret H.Dunham, Pearson Education [LPE] First Impression, 2006. Books for Reference: Insight Into Data Mining Theory And Practice By K.P.SomanShyamDiwakarV.Vijay PHI Publication Data Warehousing, Data Mining And Olap By Alex Berson And Stephen J.SmithTMH Publication Data Mining Introductory And Advanced Topics, Margaret H.Dunham, Pearson Education [LPE] First Impression, 2006 ♣♣♣♣♣♣♣♣♣♣ III YEAR – V SEMESTER COURSE CODE: 7BCEE1B ELECTIVE COURSE-I (B)–WEB DESIGN Unit I Introduction to HTML: Markup Languages – editing HTML – common tags – header – text styling – linking – images – formatting text – special characters, horizontal rules and line breaks – unordered list – nested and ordered list – tables and formatting – forms – linking – frames. Unit II Cascading Style Sheets: Introduction – Inline styles – Embedded Style Sheets – Conflicting Style – Linking External Style Sheets – Positioning Elements – Backgrounds – Element Dimension – Box Model and Text Flow – Media Types – Building a Dropdown menu
Sy0058.docx