Datasets

• Kaggle Datasets

• UC Irvine Machine Learning Repository

• LOBSTER limit order book samples

• Cryptocurrency Futures Trading Data at BitMEX

• IEX TOPS and DEEP

R Cheatsheets

There are quite a few excellent cheatsheets provides by Rstudio and other contributors, and here listed are some most relevant ones that are useful for financial machine learning with R. Please refer to Rstudio Cheatsheets for a lot more useful cheatsheets.

• Deep Learning with Keras

• Dates and Times with Lubridate

Python Cheatsheets

• Data Science

Deep learning

• Neural Network Illustration

Others

• Conda: Keras needs backend such as Tensorflow to be installed together with appropriate python versions, and the open source package management system conda is suggested for managing the corresponding environment.

• Vim cheatsheet: Vim has some learning curves, but is easier and faster to use.

• Finance glossary: A concise and comprehensive dictionary for finance.