'Big Data' Video Lecture

Big Data

  • Course: NOC:Fundamentals of Database Systems
  • Discipline: Computer Science and Engineering
  • Faculty: Dr. Arnab Bhattacharya
  • Institute: IIT Kanpur

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    Course Video Lectures Introduction to Databases Relational Data Model Relational Algebra Basic Operators Relational Algebra Composition of Operators Relational Algebra Additional Operators Relational Algebra Extended Relational Algebr.. Relational Algebra: Database Modifications SQL: Introduction and Data Definition SQL: Basic Queries SQL: Advanced Queries SQL: Updates, Joins, Views and Triggers Normalization Theory: Motivation Normalization Theory: 1 NF and 2NF Normalization Theory: 3NF Normalization Theory: BCNF Normalization Theory: MVD Physical Design Database Indexing: Hashing Database Indexing: Tree-based Indexing Query Processing: Selection Query Processing: Sorting Query Processing: Nested-Loop joins and Merge.. Query Processing: Hash join and other Operati.. Query Optimization: Equivalent Expressions an.. Query Optimization: Complex Equivalence Rules Query Optimization: Join Order Query Optimization: Heuristics and Sizes Database Transactions: Properties and Failure.. Database Transactions: States and Systems Recovery Systems: Deferred Database Modificat.. Recovery Systems: Immediate Database Modifica.. Recovery Systems: Checkpointing and Shadow Pa.. Schedules: Introduction Schedules: Conflict Serializability Schedules: View Serializability Schedules: Result Equivalence and Testing for.. Schedules: Recoverability Concurrency Control: Locks Concurrency Control: Two-phase Locking Protoc.. Concurrency Control: Timestamp Ordering Proto.. Concurrency Control: Validation-based Protoco.. Concurrency Control: Multiple Granularity for.. Concurrency Control: Deadlock Prevention and .. Concurrency Control: Deadlock Recovery and Up.. NoSQL: Introduction and Properties NoSQL: Columnar Families NoSQL: Different NoSQL Systems Big Data
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