CS4320 - Course Description
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CS4320 - Data Science 3 (3-0-3) |
| Description: |
This course focuses on the fundamentals of Data Science methods to extract nontrivial, previously unknown, and potentially useful information from databases. It covers data exploration and preparation, data visualization, and computing with data using machine learning algorithms for tasks such as classification, clustering, and outlier detection in structured datasets, along with model evaluation techniques.
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| Prerequisite: |
- Complete the following:
- CS2040 - Algorithms I (3)
- CS2910 - Introduction to File and Database Management (3)
- MA1200 - Linear Algebra I (3)
- ST2520 - Introduction to Applied Statistics ll (3)
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| Time: |
90 Hours |
