Machine Learning Resources

machine_learning_resources.md

Feature Selection

• Feature Engineering and Selection: A Practical Approach for Predictive Models
• http://cs229.stanford.edu/notes/cs229-notes11.pdf

Model Validation

• http://www.fast.ai/2017/11/13/validation-sets/

AWS

• http://course.fast.ai/lessons/aws.html
• https://chrisalbon.com/software_engineering/cloud_computing/run_project_jupyter_on_amazon_ec2/
• https://machinelearningmastery.com/develop-evaluate-large-deep-learning-models-keras-amazon-web-services/

Docker

• https://leanpub.com/thecontainerizedjupyterplatform