Dr. Peter Lin at Columbia University MACHINE LEARNING WORKSHOP

STOCK TRADING via A.I. & MACHINE LEARNING WORKSHOP

Saturday, February 9 and 16, 2019 | 9:30 a.m. to 1:30 p.m.

Columbia University Low Library Faculty Room

New York, NY 10027

Day 1

• Introduction to A.I.

• How to apply time series data to machine learning framework?

• Hands-on project: Generating S&P 500 forecasts with a RF and RNN-LSTM in Tensorflow

Day 2

• Review the RF and RNN for the prediction of outcomes

• Prediction result comparison with ARIMA model and their implication

• Hands-on project: ARIMA and RNN-LSTM trade idea and risk assessment

 

Jupyter Notebook Interactive Coding

Random Forest, TensorFlow, Keras with Python