Stock Prediction Technique : Classification Use Case and Return Computation
Predictive model using a machine learning algorithm Source
Bitcoin Trading Bot Simulations Looking Good!
I’m in the process of developing a crypto trading bot in Python. I’ve been writing a series of articles documenting the progress. The Github repo can be found here. Source
Time Series Analysis of Natural Gas
Natural gas is an important energy source for much of our industrial, heating and electricity needs. The price of natural gas can fluctuate greatly. I made a time series analysis with external regressors to investigate ...
How to Predict Stock Prices with LSTM
A Practical Example of Stock Prices Predictions with LSTM using Keras TensorFlow Source
How to build a simple Stock Movement Classifier
This post shall explore the steps involved in building a stock Movement classifier. Source
How to Analyze Fundamental Stock Data With Machine Learning Pipelines
Using pipelines to optimize machine learning models One way machine learning is used in the finance industry is to analyze and predict the movement of stock prices. In regards to the technique of fundamental analysis ...
How to Generate Trading Strategies Automatically
Building a Quantitative Analysis Tool for Researchers & Neural Networks Source
Data Anonymization with Autoencoders
How to anonymize the data while preserving its predictive power. Source
Machine Learning to Predict Stock Prices
Utilizing a Keras LSTM model to forecast stock trends Source
Predicting Stock Trend Using Deep Learning
Predicting the upcoming trend of stock using Deep learning Model(Recurrent Neural Network) Source