3  References and Resources

Aschenbrenner, Dominik, Maria Quaranta, Soumya Banerjee, Nicholas Ilott, Joanneke Jansen, Boyd Steere, Yin-Huai Chen, et al. 2020. “Deconvolution of Monocyte Responses in Inflammatory Bowel Disease Reveals an IL-1 Cytokine Network That Regulates IL-23 in Genetic and Acquired IL-10 Resistance.” Gut, October, gutjnl-2020-321731. https://doi.org/10.1136/gutjnl-2020-321731.

Gareth, James, Witten Daniela, Hastie Trevor, and Tibshirani Robert. 2017. Introduction to Statistical Learning with Applications in r. Springer. https://www.statlearning.com/.

Wattenberg, Martin, Fernanda Viégas, and Ian Johnson. 2017. “How to Use t-SNE Effectively.” Distill 1 (October): e2. https://doi.org/10.23915/distill.00002.

3.1 Resources

[1] Introduction to Statistical Learning in Python (ISLP) book

[2] Video lectures by the authors of the book Introduction to Statistical Learning in Python

[3] Visual explanations of machine learning algorithms

[4] How to Use t-SNE Effectively

[5] Slides for the course on unsupervised machine learning

[6] Course on introduction to Python

[7] Data visualization in Python using matplotlib and seaborn