Udemy - Python for Biostatistics - Analyzing Infectious Diseases Data torrent

Python for Biostatistics: Analyzing Infectious Diseases Data

https://DevCourseWeb.com

Published 10/2023
Created by Christ Raharja
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 22 Lectures ( 3h 7m ) | Size: 1.23 GB

Forecast infectious disease rate, build epidemiological modelling, and map the spread of infectious disease with heatmap

What you'll learn
Learn the basic fundamentals of biostatistics and infectious disease analysis
Learn how to find correlation between population and disease rate
Learn how to analyze infected patient graphics
Learn how to map infectious disease per county using heatmap
Learn how to analyze infectious disease yearly trend
Learn how to perform confidence interval analysis
Learn how to forecast infectious disease rate using time series decomposition
Learn how to do epidemiological modeling using SIR model
Learn how to perform public health policy evaluation
Learn how to calculate infectious disease transmission rate using SIR model
Learn several factors that accelerate the spread of infectious disease, such as population density, herd immunity, and antigenic variation
Learn how to detect potential outliers using Z score method
Learn how to clean dataset by removing missing rows and duplicate values
Learn how to find and download datasets from Kaggle

Requirements
No previous experience in biostatistics is required
Basic knowledge in Python and statistics