Machine Learning

Making predictions from data.

Learning

• Andrew Ng's Machine Learning course is free, accessible online is taught from bare-bones.

• This cheat sheet summarises the majority of popular algorithms used in machine learning.

Resources

• Most popular cloud services have many accessible tools built using machine learning models. Check out AWS, Microsoft Azure and Google Cloud.

• AWS SageMaker allows you to build, train and deploy models quickly.

• For those who do not have access to devices with GPUs, Google Colab and Kaggle allows you to write and run code in the form of a notebook borrowing their GPU power.

• Some open-source programming libraries include scikit-learn, StatsModels, and TensorFlow.

Notes

Computer Vision and Natural Language Processing are both applications of machine learning. Check them out for more resources.