Applied Data Analysis with R Studio (CTIS 365)Laajuus (3 op)

Osaamistavoitteet

This course will provide an introduction to the important concepts in statistics with programming examples to make the connection between concepts and implementation. The focus throughout the course will be on developing an understanding of the rationale, the correct interpretation, and the appropriate applications of some of the most commonly used statistical techniques. The course will also familiarize students with essential software tools and techniques to acquire, prepare and visualize data for further statistical modeling and analysis.

Sisältö

Introduction to essential software tools
Introduction to techniques to acquire, prepare and visualize data
Statistical modeling and analysis

Esitietovaatimukset

Recommended prerequisite: CTIS 152 (Data Structures and Algorithms)

Arviointikriteeri, hyväksytty/hylätty

2 Quizzes, 1 lab project, 1 midterm, 1 final, 1 term project