Basics, start here:

About the data

1. The absolute minimum required basic knowledge about biostatistics

2. Data Visualization Principles

How to recollect data

3. How to share data for collaboration

4. Data Organization in Spreadsheets (or read here)

5. Tidy data video

How to manage data

6. Principles of Research Data Management playlist

7. Research Project Design

8. Reproducible data analysis principles

Continue here: Getting into work with data:

Optional: Advanced topics:

1. Data Analysis

   1. Introduction to tidy data analysis (video)

   2. Data visualization Workshop material

   3. Everything about data visualization with ggplot2 (1st part)

   4. Everything about data visualization with ggplot2 (2nd part)

2. Data Tips

3. Artificial Intelligence

Research Data Management - RSU Templates

Introductory books

Statistical Thinking for the 21st Century (Poldrack) (Free)

Introductory Statistics for the Life and Biomedical Sciences (Free)

Biostatistics: The Bare Essentials - Norman & Streiner (this was my first stats book)

Medical Statistics

Practical Statistics for Medical Research - Altman

Essentials of Medical Statistics - Kirkwood

BMJ Serie Statistics Notes - Altman & Bland (free)