Computer Science - An Interdisciplinary Approach Video Lectures Free Download

Computer Science – An Interdisciplinary Approach Video Lectures
English | Size: 9.98 GB
Genre: eLearning

16+ Hours of Video Instruction

Overview

These Computer Science Video Lectures cover fundamental concepts that provide a first step in understanding the nature of computer science’s undeniable impact on the modern world. They cover basic elements of programming, algorithms and data structures, theory of computing and machine architecture, all in the context of applications in science, engineering, and commerce.

The basis for education in the last millennium was “reading, writing, and arithmetic;” now it is reading, writing, and computing. Learning to program is an essential part of any working professional’s skill set, not just programmers and engineers, but also artists, scientists, and humanists, as well. This collection of video lectures aims to teach programming to those who need or want to learn it, in a scientific context. But computer science is much more than just programming. These lectures also aim to teach fundamental concepts of the discipline, which can serve as a basis for further study of some of the most important scientific ideas of the past century.

What You Will Learn

Basic elements, including variables, assignment statements, built-in types of data, conditionals and loops, arrays, and I/O, including graphics and sound
Functions and modules, stressing the fundamental idea of dividing a program into components that can be independently debugged, maintained, and reused
Object-oriented programming, centered on an introduction to data abstraction
Applications,drawing examples from applied mathematics, the physical and biological sciences, and computer science itself
Algorithms and data structures, emphasizing the use of the scientific method to understand performance characteristics of implementations
Theory of computing, which helps us address basic questions about computation, using simple abstract models of computers
Machine architecture, providing a link between the abstract machines of the theory of computing and the real computers that we use
Historical context, including the fascinating story of the development and application of fundamental ideas about computation by Alan Turing, John von Neumann, and many others

Who Should Take This Course

Students in introductory CS and programming courses.
Programmers trained in older languages who want to know Java.
Scientists and engineers who find themselves engaged in computation but never had a computer science course and want to learn to program.
Anyone interested in obtaining a fundamental understanding of computing.

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