> For the complete documentation index, see [llms.txt](https://cgm.gitbook.io/knowledgebase/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://cgm.gitbook.io/knowledgebase/machine-learning-in-genomics.md).

# Machine Learning in Genomics

## Recommended books:

**Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems**

related code: <https://github.com/ageron/handson-ml>

## The Elements of Statistical Learning <a href="#title" id="title"></a>

{% embed url="<https://www.amazon.com/Elements-Statistical-Learning-Prediction-Statistics/dp/0387848576/ref=sr_1_1?ie=UTF8&qid=1537410745&sr=8-1&keywords=the+elements+of+statistical+learning&dpID=41aQrQaPseL&preST=_SY291_BO1,204,203,200_QL40_&dpSrc=srch>" %}

## Recommended website:

{% embed url="<https://morvanzhou.github.io/>" %}

{% embed url="<https://github.com/hussius/deeplearning-biology>" %}

## Papers:

{% embed url="<https://www.biorxiv.org/content/early/2018/07/19/372367>" %}