B.Sc. (Data Science) Public Healthcare Analytics Syllabus - Mumbai University
This is the Fourth Year BSc Data Science Honours syllabus under NEP 2020, phased in one year at a time, from the academic year 2024-25. The University still sets the earlier Choice Based papers alongside it for ATKT candidates, so check which scheme your exam form names before you revise.
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Syllabus for Public Healthcare Analytics
Module I: Healthcare data management
- What is Health Data Management? Benefits and challenges of health data management, how to store all that data
- Electronic Health Records– Components of EHR- Coding Systems- Benefits of EHR- Barrier to Adopting EHR Challenges
- Phenotyping Algorithms
- Statistical analysis of healthcare data- Measures of Central Tendency and Dispersion, Confidence Limits and Hypothesis Testing, Statistical Tests for Categorical Data, T-Tests for Related and Unrelated Data, Analysis of Variance
- Data Quality and Governance
Module II: Healthcare data Analysis
- Biomedical Image and Signal Analysis, Genomic Data Analysis for Personalized Medicine
- Natural Language Processing and Data Mining for Clinical Text, Mining the Biomedical- Social Media Analytics for Healthcare.
- Predictive Models for Integrating Clinical and Genomic Data, Privacy- Preserving Data, Publishing Methods in Healthcare
- Mobile Imaging and Analytics for Biomedical Data, Data Analytics for Pharmaceutical Discoveries- Clinical Decision Support Systems 10 Text Books 1. Healthcare Business Intelligence + Website - A Guide to Empowering Successful Data Reporting and Analytics Hardcover by LB Madsen (Author),2012 11 Reference Books 1. Practical Text Analytics: Interpreting Text and Unstructured Data for Business Intelligence (Marketing Science) 1st Edition by Dr. Steven Struhl,2016 12 Internal Continuous Assessment: 50% Semester End Examination: 50%
Text Books
- 1 Healthcare Business Intelligence + Website - A Guide to Empowering Successful Data Reporting and Analytics Hardcover by LB Madsen (Author),2012
- 1 Practical Text Analytics: Interpreting Text and Unstructured Data for Business Intelligence (Marketing Science) 1st Edition by Dr. Steven Struhl,2016
Reproduced from the University of Mumbai syllabus for B.Sc. (Data Science) under NEP 2020. Wording is as printed in that syllabus. Module numbering is as printed there too.
The complete syllabus
This subject is cut from the University circular for its year. Open a document here if you want the whole thing rather than a single subject.