Computer Algorithms

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Overview Contents: Graph_Basics - Breadth_First_Search - Dijkstra_Algo - All Pair Shortest Path - Matriods - Minimum Spanning Tree - Edmond's Matching Algo - Flow Networks - Ford Fulkerson Method

High Performance Computer Architecture

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Overview Review of Basic Organization and Architectural Techniques: RISC processors,Characteristics of RISC processors,RISC Vs CISC,Classification of Instruction Set Architectures,Review of performance measurements,Basic parallel processing techniques: instruction level, thread level and process level,Classification of parallel architectures.

Performance Evaluation of Computer Systems

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Overview Contents: Introduction - How to avoid common mistakes - Selection of techniques and metrics - Case study: Selection of techniques and metrics - Random Variables and probability distributions - Probability distributions

Numerical Optimization

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Overview Contents: Introduction : Optimization, Types of Problems and Algorithms Background : Linear Algebra and Analysis,Convex Sets and Convex Functions.

Natural Language Processing

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Overview Contents: Sound : Biology of Speech Processing; Place and Manner of Articulation; Word Boundary Detection; Argmax based computations; HMM and Speech Recognition.

Computational Geometry

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Overview Contents: Introduction using basic visibility problems : Introduction,Visibility problems 2D Maxima - The plane sweep technique and applications - The plane sweep technique and application - Convex hull different paradigms and quickhull - Dual transformation and applications - Lower bounds on algebraic tree model - Point location and triangulation - Voronoi diagram and delaunay triangulation - Randomized incremental construction and random sampling - Arrangements and levels - Range searching - Clustering point sets using quadtrees and applications - E-nets VC dimension and applications - Shape analysis and shape comparison

Internet Technologies

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Overview Contents: Introduction To Internet - Review Of Network Technologies - TCP/IP -IP Sub netting and Addressing - Internet Routing Protocol - Client Server Concepts DNS,Tel net,Ftp - Electronic Mail - World Wide Web - HTML- Extensible Mark up Language (XML) - Html Forms - Image Maps - CGI Scripts - Other Technologies - PERL - Javascript - Javascript Examples - Using Cookies-Java Applets - Client-Server Programming In Java - Intranet, Extra net,Firewall-Basic Cryptographic Concepts - Electronic Commerce - Streaming Multimedia Applications -Internet Telephony - Search Engine And Web Crawler - Course Summary And Conclusion

Ruby Programming

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Overview Contents: Installing Ruby - Writing a Simple Program - Math and Variable s- Classes - Creating Objects - Inheritance - Adding More Attributes - Methods - Everything is an Object - Argue-ments - String Functions - More About Variables & Methods - Expressions and Short cuts - Decision Making - Comparison Operators - unless - Loops - Extracting the Value From Loops - Changing Data Types - Constants - Multiple Line String Variables - Interpolation - Beginning Regular Expressions - Regular Expressions in Loops - Extracting Numbers and Character Classes - Decision Making with Regular Expressions - Beginning Arrays - push and pop - each and length - Cool Array Tricks - Hashes - Methods for Hashes

Biometrics

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Overview Contents: Defination - performance measures - different bio metric systems - applications - issues - system security - system errors&myths - selection of bio metric systems - multimodal bio metrics - fusion stragies - classification - clustering - indexing - algorithams&analasys - code detection - fourier transforms - bio metric attributes