Computer Science Homework Help

Machine Learning

Objectives:

• Describe machine learning concepts/types used in health care.
• Describe the predictive analytic tool used in supervised and unsupervised learning.

***Based on the above knowledge, discuss the following.

Discussion 1

Discuss the difference between supervised and unsupervised machine learning. Provide examples of how machine learning is used in health care.

Discussion 2

Discuss the analytic techniques used to analyze supervised and unsupervised learning. Provide an example.

Resources

Read “Machine Learning in Medicine: A Practical Introduction,” by Sidey-Gibbons and Sidey-Gibbons, from BMC Medical Research Methodology (2019).

URL: https://bmcmedresmethodol.biomedcentral.com/articles/10.1186/s12874-019-0681-4

Read “Prediction of Hospitalization Due to Heart Diseases by Supervised Learning Methods,” by Dai et al., from International Journal of Medical Informatics (2015).

URL: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4314395/

View “Machine Learning Zero to Hero (Google I/O’19),” by TensorFlow (2019), located on the YouTube website.

URL: https://www.youtube.com/watch?v=VwVg9jCtqaU

View “Holzinger Group Welcome to Students,” by Holzinger (2016), located on the YouTube website.

URL: https://www.youtube.com/watch?v=lc2hvuh0FwQ&feature=youtu.be

***Make sure to cite your sources.