Computer Science I: Programming Methodology

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Overview Contents: Introduction to Computer Programming,Karel and Java - The History of Computing - Variables - Operators - The Loop and a Half Problem

Computer Science II: Programming Abstractions

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Overview Contents: Introduction to Computer Science Series at Stanford - Similarity between C++ & Java:syntax - variable types - operators - control structures-C++ Libraries - Standard Libraries - C++ Console I/O-Client Use of Templates - More Containers - Seeing Functions as Data: Specific Plot Functions - Common Mistakes Stumbled Upon -Thinking Recursively -Refresh: Permute Code - Backtracking Pseudocode

Computer Science III: Programming Paradigms

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Overview Contents: Introduction to Programming Paradigms Course - Data Types - Interpretations - Converting Between Types of Different Sizes and Bit Representations Using Pointers - Creating a Generic Swap Function for Data Types of Arbitrary Size

Artificial Intelligence II

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Overview Contents: Introduction to Artificial Intelligence - problem Solving by Search - Searching with Costs - Informed State Space Search-Heuristic Search: A* and Beyond - Problem Reduction Search: AND/OR Graphs -Searching Game Trees - Knowledge Based Systems: Logic and Deduction - First Order Logic - Inference in First Order Logic - Resolution Refutation Proofs - Logic Programming : Pro log - Programming, Exercising Control - Additional Topics - Introduction to Planning - Partial Order Planning - GraphPLAN and SATPlan - SATPlan - Reasoning Under Uncer tinity - Bayesian Networks - Reasoning with Bayes Networks - Reasoning Under Uncertainity: Issues - Learning : Decision Trees-Learning : Neural Networks - Back Propagation Learning

Computer Architecture

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Overview Introduction, History of Computers, Instruction Set Architecture, Recursive Programs, Architecture Space and Examples, Performance, Binary Arithmetic, ALU Design, Multiplier, Divider Design, Floating Point Arithmetic, Processor Design, Pipelined Processor Design Basic Idea, Memory Hierarchy, Input/Output Subsystem.

Computer Graphics

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Overview Introduction to Computer Graphics:Overview of Computer Graphics, Computer Graphics Application and Software, Description of some graphics devices, Input Devices for Operator Interaction, Active and Passive Graphics Devices, Display Technologies

Computer Networks

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Overview Emergence of Networks & Reference Models - network Topology-physical Medium - Multiplexing (Sharing a Medium) - Telecom Networks

Computer Organization

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Overview Introduction To Computing - Software -Hardware - Processor Activities - Processor As a State Machine - Data Path Architecture

Database Design

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Overview Introductory Concepts - Databases and Information Systems, An example usage context, Database system concepts and architecture