STAT 286
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Data Science Ecosystems
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.
