Slides and Lecture Notes from Marek's Statistics Lecture Series, 2019.

Lecture Lecture Notes
1. Probability Distributions Download Slides
2. Measurement Errors; Statistical Estimators Download Slides
3. Confidence Intervals 1 Download Slides
4. Confidence Intervals 2 Download Slides
5. Data Presentation Download Slides
6. Hypothesis Testing Download Slides
7. Contingency Tables Download Slides
8. t-test Download Slides
9. ANOVA Download Slides
10. Non-parametric tests Download Slides
11. Statistical power Download Slides
12. Multiple test corrections Download Slides
13. What is wrong with p-values Download Slides

Training Module Slides/Examples

N.B. Example file downloads can be large

Module Course Date Slides Example files
Introduction to Linux 28th Jun 2019 Download Slides Download Example Files (.tar.gz archive)
The HPC Cluster 19th July 2019 Download Slides Download Example Files (.tar.gz archive)
Introduction to NGS 2nd Aug 2019 Download Slides Download Example Files (.tar.gz archive)
NGS Read Mapping 16th August 2019 Download Slides Download Example Files (.tar.gz archive)

A range of online training resources are available which cover various aspects of bioinformatics, data analysis and computational biology.

Provider About Links
Lynda.com Online video courses including a range of Linux and programming modules. University of Dundee members can access these pages by logging on with your normal University credentials. Lynda.com homepage
Learning Linux Command Line
Learning Shell Scripting
Become a Python Developer
European Bioinformatics Institute A wide range of online training courses predominantly focusing on services provided by the EBI, but also covering various areas of bioinformatics EBI Training Pages
Rosalind A problem-solving approach to learning bioinformatics. Covers programming in Python, bioinformatics algorithms, and using existing tools. Rosalind Homepage
SysMIC SysMIC offers online training in maths and computing for the bioscience research community, including training in modelling with Matlab, statistical analysis with R and parameter fitting. Three modules are offered which each require around 5 hours of work per week for 6 months, and are charged at £1250. PhD students can apply for funding for SysMIC training through the Head of Postgraduate Studies, Prof. Carol MacKintosh SysMIC Homepage

Training is also available through other institutions, who have differing remits and courses available. If we don't provide appropriate courses for your needs, please let us know, but you may be able to find an appropriate course through one of these providers.

University of Cambridge Bioinformatics Training
Edinburgh Genomics Training Courses
Earlham Institute Scientific Training
Discovery Centre, The Street