Timeroom: Spring 2022

Displaying 1 - 10 of 11 Results for: Subject = HDS
Durham   Health & Human Services :: Health Data Science

HDS 800 (1ON) - Mathematics and Statistics for Health Data Science

Math and Statistics for HDS

Course Delivery Method: Online (no campus visits), EUNH
Credits: 3.0
Term: Spring 2022 - E-term III (01/18/2022 - 03/11/2022)
Grade Mode: Letter Grading
Class Size:   15  
CRN: 55903
This course covers the foundations of probability and inferential statistics as well as foundations of linear algebra and matrices. After completion of this course, students should be comfortable with performing basic analysis of data including descriptive statistics, data visualization and appropriate statistical tests. Different probability distributions will be introduced along with hypothesis testing, confidence intervals, linear regression, and ANOVA.
You must sign up in the Dept Office before registering through WEBCAT.
Instructors: Joanna Gyory
Start Date End Date Days Time Location
1/18/2022 3/11/2022 Hours Arranged ONLINE
Durham   Health & Human Services :: Health Data Science

HDS 801 (1ON) - The U.S. Healthcare System

The U.S. Healthcare System

Course Delivery Method: Online (no campus visits), EUNH
Credits: 3.0
Term: Spring 2022 - E-term III (01/18/2022 - 03/11/2022)
Grade Mode: Letter Grading
Class Size:   15  
CRN: 54711
Focuses on the organization, financing, and delivery of healthcare in the U.S. Contrasts the private and public sectors and examines the effects of market competition and government regulation. Examines the ways that medical providers are paid, and explores the major issues currently facing physicians, hospitals, and the pharmaceutical industry. Discusses several potential small-scale and large-scale reforms to the healthcare system and evaluates their likely effects on healthcare spending, quality of care, and access to care.
Equivalent(s): ADMN 801
Instructors: Bradley Herring
Start Date End Date Days Time Location
1/18/2022 3/11/2022 Hours Arranged ONLINE
Durham   Health & Human Services :: Health Data Science

HDS 802 (1ON) - Programming in Healthcare Environments

Programming in Healthcare

Course Delivery Method: Online (no campus visits), EUNH
Credits: 3.0
Term: Spring 2022 - E-term IV (03/21/2022 - 05/12/2022)
Grade Mode: Letter Grading
Class Size:   15  
CRN: 55905
This course covers using Python as a programming language to write, implement, and design programs that are relevant to various aspects of programming in a health setting. After completion of this course, students should be comfortable with the basic data structures in Python and R (including arrays, dictionaries, and dataframes), conditional logic and iterators, writing Python and R functions, and using Python libraries to read external data and perform data manipulations and data analysis.
Instructors: Joanna Gyory
Start Date End Date Days Time Location
3/21/2022 5/12/2022 Hours Arranged ONLINE
Durham   Health & Human Services :: Health Data Science

HDS 803 (1ON) - Translation of Health Data

Translation of Health Data

Course Delivery Method: Online (no campus visits), EUNH
Credits: 3.0
Term: Spring 2022 - E-term IV (03/21/2022 - 05/12/2022)
Grade Mode: Letter Grading
Class Size:   15  
CRN: 54712
This course will give you the skills you need to leverage data to reveal valuable insights and advance your career. This course teaches you the visualization skills necessary to be effective Data Storytellers which helps engage your audience in a story about the data. This course focuses on concepts as well as hands-on experience of presenting data from initial concepts to final presentation by creating meaningful displays of quantitative and qualitative data to facilitate peer/managerial decision making. Prereq: HDS 801.
Instructors: Joanna Gyory
Start Date End Date Days Time Location
3/21/2022 5/12/2022 Hours Arranged ONLINE
Durham   Health & Human Services :: Health Data Science

HDS 804 (1ON) - Health Data Systems

Health Data Systems

Course Delivery Method: Online (no campus visits), EUNH
Credits: 3.0
Term: Spring 2022 - E-term III (01/18/2022 - 03/11/2022)
Grade Mode: Letter Grading
Class Size:   15  
CRN: 54713
In this course, students will learn the landscape of data used in healthcare settings, engage in active case applications and case studies, and propose a decision support system improvement. It examines modern decision support systems, types of applications, both mobile and web based, enterprise versus cloud-based systems. Specifically examined will be the Electronic Health Record (EHR) and other clinical and administrative information systems. Also examined will be interoperability and regulatory requirements. Prereq: HDS 801.
Instructors: John McInally, Eric Place
Start Date End Date Days Time Location
1/18/2022 3/11/2022 Hours Arranged ONLINE
Durham   Health & Human Services :: Health Data Science

HDS 805 (1ON) - Applied Machine Learning in Healthcare

Machine Learning in Healthcare

Course Delivery Method: Online (no campus visits), EUNH
Credits: 3.0
Term: Spring 2022 - E-term IV (03/21/2022 - 05/12/2022)
Grade Mode: Letter Grading
Class Size:   15  
CRN: 55904
This course covers the foundations of machine learning in healthcare systems including algorithms related to classification and regression prediction in supervised setting, clustering and dimension reduction in an unsupervised setting. Topics include data preprocessing and classification techniques such as logistic regression, support vector machines, KNN, Na'ive Bayes', ensemble methods such as random forests, boosted trees, XGBoost, dimension reduction techniques such as principal components analysis, t-distributed scholastic neighborhood embedding, ISOMAP, locally linear embedding, UMAP, multidimensional scaling. Prereq: HDS 801, HDS 800, HDS 802.
Instructors: Esmaeil Bahalkeh
Start Date End Date Days Time Location
3/21/2022 5/12/2022 Hours Arranged ONLINE
Durham   Health & Human Services :: Health Data Science

HDS 808 (1ON) - Current Topics in Health Systems

Current Topics/Health Systems

Course Delivery Method: Online (no campus visits), EUNH
Credits: 3.0
Term: Spring 2022 - E-term IV (03/21/2022 - 05/12/2022)
Grade Mode: Letter Grading
Class Size:   15  
CRN: 57160
This course examines current health issues facing our country and world through the lens of data science. It will focus on one or more major health issues currently in the public debate, examine the issue from the known body of evidence, and suggest novel methods for better understanding the current constructs of the issues, its history, or new ways and/or data to expand the current context. Prereq: HDS 801.
Instructors: Gay Ferrara
Start Date End Date Days Time Location
3/21/2022 5/12/2022 Hours Arranged ONLINE
Durham   Health & Human Services :: Health Data Science

HDS 811 (1ON) - Health Data Science Practice

Health Data Science Practice

Course Delivery Method: Online (no campus visits), EUNH
Credits: 3.0
Term: Spring 2022 - E-term III (01/18/2022 - 03/11/2022)
Grade Mode: Letter Grading
CRN: 56963
In this course, students will work to develop a data science thesis project with both an outside mentor and a faculty advisor. This course essentially bridges the entire curriculum, but builds over the coursework to the final presentation at the students' second residency prior to completing the program. Each student on a team will be required to justify the completion of practicum hours. Prereq: HDS 808.
Instructors: Robert McGrath
Start Date End Date Days Time Location
1/18/2022 3/11/2022 Hours Arranged ONLINE
Durham   Health & Human Services :: Health Data Science

HDS 811 (2ON) - Health Data Science Practice

Health Data Science Practice

Course Delivery Method: Online (no campus visits), EUNH
Credits: 3.0
Term: Spring 2022 - E-term III (01/18/2022 - 03/11/2022)
Grade Mode: Letter Grading
CRN: 56964
In this course, students will work to develop a data science thesis project with both an outside mentor and a faculty advisor. This course essentially bridges the entire curriculum, but builds over the coursework to the final presentation at the students' second residency prior to completing the program. Each student on a team will be required to justify the completion of practicum hours. Prereq: HDS 808.
Instructors: Joanna Gyory
Start Date End Date Days Time Location
1/18/2022 3/11/2022 Hours Arranged ONLINE
Durham   Health & Human Services :: Health Data Science

HDS 811 (3ON) - Health Data Science Practice

Health Data Science Practice

Course Delivery Method: Online (no campus visits), EUNH
Credits: 3.0
Term: Spring 2022 - E-term III (01/18/2022 - 03/11/2022)
Grade Mode: Letter Grading
CRN: 56965
In this course, students will work to develop a data science thesis project with both an outside mentor and a faculty advisor. This course essentially bridges the entire curriculum, but builds over the coursework to the final presentation at the students' second residency prior to completing the program. Each student on a team will be required to justify the completion of practicum hours. Prereq: HDS 808.
Instructors: Semra Aytur
Start Date End Date Days Time Location
1/18/2022 3/11/2022 Hours Arranged ONLINE