Updates to README

README.md

-# GradProg-Advanced-Analysis
+# Graduate Couurse : Advanced Analysis series
 
-Compilation of practicals for thee Advanced Analysis part of the WIN@FMRIB Graduate Programme
+This repository contains a compilation of practicals for the Advanced Analysis part of the WIN@FMRIB Graduate Programme
+
+Each folder contains practical exercises to accompany a talk. These are typically in Matlab or Python, and typically take you through some code that replicates the figures in the talk. They can also be used independently of the talks.
+
+
+
+## Instructions 
+
+
+The repo can be cloned using:
+
+
+```
+git clone https://git.fmrib.ox.ac.uk/saad/gradprog-advanced-analysis.git
+```
+
+If you want to run the Jupyter notebooks you can do so using:
+
+```
+cd gradprog-advanced-analysis
+fslpython -m notebook
+```
+
+A page should open in your web browser - to access the practicals, navigate
+into one of the folders and click on the `.ipynb` file you are interested in.
+
+Some practical arre matlab based, in which case you will need to start matlab and navigate to the appropriate .m file in the sub-directories.
+
+Have fun!
 
-Each folder contains practical exercises to accompany a talk. These are typically in Matlab or Python, and typically take you through some code that replicates the figures in the talk. They can also be used independently of the talks.
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