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This document from Sinclair Community College explores data cleaning. Examples of dirty data, data storage, vocabulary terms related to data cleaning, cleaning using Excel, cleaning using Python, and two data cleaning activities are highlighted. 

This document from Sinclair Community College explores data collection. The five C's of data, the five V's of big data, setting the parameters for data collection, data cleaning, data storage, data presentation, qualitative versus quantiative data, structured and unstructured data, and data curation...

These PowerPoint slides from Sinclair Community College explore an advanced technological education (ATE) grant that aims to expand the data analytics technician pipeline in southwest Ohio. In the slides, guiding design principles for targeting high schools and building courses are highlighted,...

This document from Sinclair Community College explores data driven decision making (DDDM). The process of DDDM is described, which includes defining goals, specifying data sources, cleaning and querying data, and more. Data driven decisions in industry, high quality data, and other resources about...

This document from Sinclair Community College explores data ethics. Data ethics vocabulary terms, personally identifiable information (PII), personal sensitive information (PSI), personal health information (PHI), the principles of data ethics, and activities are highlighted. 

This resource provides an overview of a data learning module for students majoring in Supply Chain Management at Columbus State Community College. A syllabus for the Performance Management for Logistics Managers course is included. This course is "designed around developing the skills required to...

These three program check sheets, published by County College of Morris, provide the requirements and optional classes for three programs at County College of Morris (CCM): the Associate degree in Computer Science with the Data Science Option, the Data Analytics Certificate of Achievement, and the...

This resource, published by County College of Morris, includes a newsletter providing information on the MATYCNJ (Mathematics Association of Two-Year Colleges of New Jersey) 2020 Data Science Summit and a corresponding survey. The summit aimed to inform faculty about the development of data science...

This document from Sinclair Community College explores data storage. Different storage formats are highlighted, including structured data, semi-structured data, and unstructured data. A data storage vocabulary, an activity, and information on extensions for the activity are also provided. 

This document from Sinclair Community College explores data storytelling. An overview of data, stories and narratives, and visualizations are provided. Examples of storytelling and storytelling resources are also highlighted.