Next Generation Sequencing

1. https://wiki.transvar.org/display/binfprog/Week+1+Introduction+to+UNIX.

2. https://deepseqanalysis.readthedocs.io/en/latest/index.html

3. https://rnaseq.uoregon.edu

4. http://www.metagenomics.wiki/pdf

5. https://bioconductor.org/packages/release/bioc/html/TCGAbiolinks.html

 

Machine Learning/Deep Learning

1. SVM: https://www.svm-tutorial.com/2014/10/support-vector-regression-r/

2. https://developers.google.com/machine-learning/crash-course/ml-intro

3. Deep Learning on Biowulf.

4. Keras. https://keras.io

5. TensorFlow: https://www.tensorflow.org/tutorials

 

Programming

R

1. PyCharm https://www.jetbrains.com/help/pycharm/quick-start-guide.html

2. https://data-flair.training/blogs/r-recursive-function/

Python

1. Python for Biologist https://github.com/burkesquires/python_biologist

2. https://data-flair.training/blogs/python-tutorial/