STAT 286

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Data Science Ecosystems

Statistics College of Computational, Mathematical, & Physical Sciences

Course Description

Introduction to the basics of the Linux operating system. Command line interface is used to explore Linux/Unix utilities and tools. Fundamental concepts of python programming. Create and run python scripts from the command line. Introduction to database management systems, the basic structure of relational databases, and how to manage databases with Structured Query Language (SQL). Read and write simple and complex SQL statements. Integrate R, Python and SQL skills.

When Taught

Fall and Winter

Min

3

Fixed/Max

3

Fixed

3

Fixed

0

Title

Career Success

Learning Outcome

Explore data science applications, develop job search strategies, and plan for long-term career growth.

Title

Data Science Tools

Learning Outcome

Use essential tools and frameworks, including version control, programming languages, databases, and containerization, while developing strategies to adapt to new technologies.

Title

Communication

Learning Outcome

Process data, create professional reports, build interactive dashboards, and deliver effective presentations using data science methodologies.

Title

Database Management

Learning Outcome

Efficiently store, retrieve, and analyze data from common database structures with SQL.

Title

Computing Environments and Cloud Integration

Learning Outcome

Navigate local, remote, and cloud-based computing environments, assessing their advantages, limitations, and best use cases.

Title

Ethical Data Practices

Learning Outcome

Apply ethical principles in data collection, analysis, and dissemination to ensure responsible and fair data use.