Biostatistics with Python

Table of Contents

1. Introduction to Biostatistics
2. Getting Started with Python for Biostatistics
3. Exercise 1 – Cleaning and Describing Data Using Python
4. Part 1 Exemplar Project – Load, Clean, and Describe Diabetes Data in Python
5. Introduction to Python for Biostatistics
6. Biostatistical Inference Using Hypothesis Tests and Effect Sizes
7. Predictive Biostatistics Using Python
8. Part 2 Exercise – T-Test, ANOVA, and Linear and Logistic Regression
9. Biostatistical Inference and Predictive Analytics Using Cardiovascular Study Data
10. Clinical Study Design
11. Survival Analysis in Biomedical Research
12. Meta-Analysis – Synthesizing Evidence from Multiple Studies
13. Survival Predictive Analysis and Meta-Analysis Practice
14. Part 3 Exemplar Project – Meta-Analysis of Survival Data in Clinical Research
15. Understanding Biological Variables
16. Data Analysis Frameworks and Performance for Life Sciences Research
17. Part 4 Exercise – Performing Statistics for Biology Studies in Python