Columbia Classifieds>Columbia Online Courses>Computer Science: Algorithms, Theory, and Machines

Computer Science: Algorithms, Theory, and Machines

About this Course

This course introduces the broader discipline of computer science to people having basic familiarity with Java programming. It covers the second half of our book Computer Science: An Interdisciplinary Approach (the first half is covered in our Coursera course Computer Science: Programming with a Purpose, to be released in the fall of 2018). Our intent is to demystify computation and to build awareness about the substantial intellectual underpinnings and rich history of the field of computer science. First, we introduce classic algorithms along with scientific techniques for evaluating performance, in the context of modern applications. Next, we introduce classic theoretical models that allow us to address fundamental questions about computation, such as computability, universality, and intractability. We conclude with machine architecture (including machine-language programming and its relationship to coding in Java) and logic design (including a full CPU design built from the ground up). The course emphasizes the relationships between applications programming, the theory of computation, real computers, and the field\'s history and evolution, including the nature of the contributions of Boole, Shannon, Turing, von Neumann, and others. All the features of this course are available for free. People who are interested in digging deeper into the content may wish to obtain the textbook Computer Science: An Interdisciplinary Approach (upon which the course is based) or to visit the website introcs.cs.princeton.edu for a wealth of additional material. This course does not offer a certificate upon completion.

Created by: Princeton University


Related Online Courses

Welcome to Predictive Modeling, Model Fitting, and Regression Analysis. In this course, we will explore different approaches in predictive modeling, and discuss how a model can be either supervised... more
Embark on a transformative journey into the realm of Gen AI in Cybersecurity with our comprehensive course. Dive deep into the intricacies of harnessing artificial intelligence to secure digital... more
This Specialization equips professionals with the knowledge and strategies to understand, communicate, and implement Environment, Social, and Governance (ESG) principles in diverse organizational... more
This is a Google Cloud Self-Paced Lab. In this lab you will learn how to create and update SQL derived tables to generate dynamic values.Created by: Google Cloud more
In the game design and development capstone course, you will create an original game from initial concept up to the first playable version! Along the way, you will have the opportunity to put your... more

CONTINUE SEARCH

FOLLOW COLLEGE PARENT CENTRAL