Compare and contrast data analytics, specifically the use of explanatory or predictive analysis Data analytics is applied to discover trends and patterns in health care data, and it predicts future events based on the discoveries. Compare and contrast data analytics, specifically the use of explanatory or predictive analysis, that you might employ for analyzing health […]
Can you think of ways to validate the information from SQL queries or reports, to assure a level of accuracy in the results? Can you think of ways to validate the information from SQL queries or reports, to assure a level of accuracy in the results? When, if at all, is it better to extract […]
Discuss the impact of R on software and the health care industry Using resources provided in the study materials, answer the question: ”What is R?” Discuss the impact of R on software and the health care industry. What are the benefits and challenges of R as compared to other programming languages used in the health […]
Define the term data structures or objects in R and discuss several examples Consider R language definitions using resources provided in the study materials. Define the term data structures or objects in R and discuss several examples (e.g., vectors, lists, language objects, symbol objects, expression objects, function objects, NULL, etc.). All R objects have attributes. […]
What are the advantages of using open-source programming? Discuss the impact of Python and other open source programming languages on electronic health records and the health care industry. What are the advantages of using open-source programming? What are the disadvantages? The majority of healthcare organizations are embracing digital approaches to information and data management. Electronic […]
HIM 650 Introduction to R Programming R is a statistical application that is used to conduct data analysis processes. R is commonly used by different organizations to manage databases and to enhance effective data analysis processes. The application has inbuilt functions that enhance coding and manipulation of data. R is free software and a programming […]
Consider the functions and terminology within Python and other programming languages Consider the functions and terminology within Python and other programming languages. Define the use of these elements in Python: if statements, loops, lists, and indices. Why is syntax important in computer language? Python is an advanced general-purpose and high-level programming language used by most […]
Discuss the difference between supervised and unsupervised machine learning Discuss the difference between supervised and unsupervised machine learning. Provide examples of how machine learning is used in health care. Machine Learning Used in Health Care Machine learning refers to the methods or approaches of data analysis that automate analytical model building. Machine learning is […]
Define ”needs assessment” and explain the various types of needs assessments Define ”needs assessment” and explain the various types of needs assessments. Provide a workplace example of an improvement opportunity and identify the methods of needs assessment that could be used in the situation. Needs assessment refers to the process of identifying and determining how […]
Explain the differences between data, information, and a database Explain the differences between data, information, and a database. Describe the purpose of a database in health care and provide an example of one utilized locally, statewide, and nationally. 7th edition APA style Distinguish between data, information, and a database. Data, information, and databases are all […]
