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

Innovative Computing

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Overview Contents: Books to Bench to Bedside Informatics for Autism Research - An Introduction to the Dataverse Network as an Infrastructure for Data Sharing - Astronomy as I See It-Statistical Signal Processing for Modern High - Dimensional Data Sets - An Introduction to Computational Multi-physics: Motivations for Triple-M Modeling-Selected Applications Part-Theoretical Background Part - An Introduction to Computational Multi-physics: Selected Applications Part-Examples/Applications Part-Theoretical Background Part - Medical Imaging Computing: From Data to Understanding - From Bio-polymer Translation to Hemo dynamics: New Challenges in Multi-scale Computing

Parallel Computing

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Overview Contents: Introduction - Parallel Programming Paradigms - Parallel Architecture - Open MP - Open MP&PRAM Model of Computation - PRAM - Models of Parallel Computation, Complexity - Memory Consistency

Logic for CS

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Overview Contents: introduction - Propositional Logic Syntax - Semantics of Propositional Logic - Logical and Algebraic Concepts - Identities and Normal forms

Artificial Intelligence III

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Overview For an autonomous agent to behave in an intelligent manner it must be able to solve problems. This means it should be able to arrive at decisions that transform a given situation into a desired or goal situation. The agent should be able to imagine the consequence of its decisions to be able to identify the ones that work. In this first course on AI we study a wide variety of search methods that agents can employ for problem solving.