Data Warehousing and Data Mining - Syllabus

Analysis and Synthesis Model of Compilation, including different sub-phases within analysis and synthesis phases.

Basic concepts related to Compiler, including interpreter, simple One-Pass Compiler, preprocessor, macros, symbol table, and error handler.

Institutional infrastructural preparedness refers to the readiness of government agencies and institutions to adopt and implement e-governance systems.

Human infrastructural preparedness involves the development of skills and capacities of public officials and citizens to effectively use e-governance systems.

Technological infrastructural preparedness refers to the availability and quality of technology infrastructure, including computers, internet connectivity, and other digital tools.

E-readiness refers to the state of preparedness of a country or organization to participate in the digital economy. It involves assessing the availability and quality of digital system infrastructure, legal frameworks, institutional arrangements, human resources, and technological capabilities.

The evolutionary stages in e-governance refer to the different phases of development and implementation of e-governance initiatives, from basic online presence to integrated and transformative e-governance systems.

Bridges and routers in distributed networking, enabling communication between different networks.

History and development of the internet, including its design principles and evolution over time.

A multidimensional representation of data, where each dimension represents a different aspect of the data, used for fast querying and data analysis.

Different schemes used to design and implement multidimensional databases, including Stars, Snowflakes, and Fact Constellations.

A type of multidimensional database scheme, characterized by a central fact table surrounded by dimension tables.

A type of multidimensional database scheme, characterized by a central fact table surrounded by multiple levels of dimension tables.

A type of multidimensional database scheme, characterized by multiple fact tables connected by dimension tables.

Function of Symbol Table, Information provided by Symbol Table, Attributes and Data Structures for symbol table

Managing storage during runtime

Failure Classification, The Storage Hierarchy, Transaction Model, Log-Based recovery, Buffer Management, Checkpoints, Shadow Paging, Failure with Loss of Non-volatile Storage.

Querying role information involves retrieving information about roles and their associated privileges. This topic covers the different methods for querying role information.

Database security and auditing involve ensuring the confidentiality, integrity, and availability of database data. This topic covers the different security measures and auditing techniques.

Creating and managing databases involves designing, creating, and modifying database structures. This topic covers the basics of database creation and management.

Creating and managing tables involves designing, creating, and modifying table structures. This topic covers the basics of table creation and management.

This topic covers the generation of intermediate code, including high-level and low-level representations, syntax trees, and three-address code. It also discusses the generation of intermediate code for declarations, assignments, control flow, boolean expressions, and procedure calls.

This topic explores the factors affecting code generation, including target language, basic blocks, and flow graphs. It also covers dynamic programming code-generation algorithms.

This topic discusses the need and criteria for code optimization, as well as basic optimization techniques to improve code efficiency.

This topic presents case studies of compilers, including C and C++ compilers, to illustrate the application of compiler design principles.

Validating the effectiveness of a backup and recovery strategy through regular testing and simulation exercises.

This topic covers the fundamental concepts and principles of Virtual Reality (VR), including its history, applications, and key technologies.

This topic provides an overview of the basics of animation, including its history, types, and key concepts, as well as its applications in computer graphics.

Automatic storage management is a feature that automates the management of database storage, including disk space allocation and deallocation. This topic covers the concepts and best practices of automatic storage management.

RMAN is a utility provided by Oracle for backing up, restoring, and recovering databases. This topic covers the features, benefits, and usage of RMAN in database administration.

Examining the various applications of Data Mining in different industries, including marketing, finance, and healthcare. Understanding the benefits and challenges of Data Mining in real-world scenarios.

Discussion of common issues and challenges in classification and prediction, including data quality, class imbalance, and overfitting.

Introduction to decision tree induction as a method for classification, including how to construct and prune decision trees.

Overview of regression analysis, including simple and multiple regression, and its applications in data mining.

Exploration of different types of regression, including linear, logistic, and nonlinear regression.

Fundamentals of clustering, including types of clustering, clustering algorithms, and applications in data mining.

In-depth look at K-Mean and K-Mediod algorithms, including how they work, advantages, and limitations.