CSCI 530 - COMP. INTEL & INFORMATICS

Institution:

Delaware State University

Subject:

Computer Science

Description:

Three credits: Three lectures per week.Prerequisite: Mathematical sophistication expected of a graduate student (Calculus, Discrete Math, Linear Algebra, Probability). Ability to program in a high level language (C, C++, or Java). Consent of the instructor.The coverd topics will include:1. Information Theory, Entropy, Information Gain.2. Sampling, Random Walks, Markov Chains.3. Probability and Statistics, Hypothesis Testing, Correlation, Coupling, Data Analysis, Bayesian Methods.4. Feature Sapce, Dimensionality Reduction, Data Comperession, Vector Quantization.5. Supervised Learning, Unsupervised Learning, Clustering, Decision Trees.6. Evolutionary Algorithms.7. Applications: Video, Imagery, Text, Bioinformatics, Medical Informatics.

Credits:

3.00

Credit Hours:

Prerequisites:

CSCI 510

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.desu.edu

Phone Number:

(302) 857-6060

Regional Accreditation:

Middle States Association of Colleges and Schools

Calendar System:

Semester

The Course Profile information is provided and updated by third parties including the respective institutions. While the institutions are able to update their information at any time, the information is not independently validated, and no party associated with this website can accept responsibility for its accuracy.