Reinforcement Learning in Trading
In this article, we will start with the concept of reinforcement learning and its components. Further, we will look at the learning process of the model and how to apply in trading....
Machine Learning
Learn basics to advanced concepts in machine learning and its implementation in financial markets. Includes deep learning, tensor flows, installation guides, downloadable strategy codes along with real-market data.
Cross Validation in Finance: Purging, Embargoing, Combination
In this blog, we will understand the concept of embargoing and purging and its application in cross validation of financial data...
Gold Price Prediction Using Machine Learning In Python
Here is a step-by-step technique to predict Gold price using Regression in Python. Learn right from defining the explanatory variables to creating a linear regression model and eventually predicting the Gold ETF prices. This is a fundamental yet strong machine learning technique....
Prediction of the price trend of Metals with Machine Learning
This project will help you learn how you can predict the price trend of metals using Machine Learning in your trading practice....
LSTM Networks: Can They Predict Equity Index Prices?
In this article, we look at an enhanced version of the recurrent neural network called the LSTM network to predict SPY equity index prices based on historical price and volume data....
Forward Propagation In Neural Networks
Forward propagation in Neural networks implies that data flows in the forward direction, from the input layer to the output layer with a hidden layer in between which processes the input variables and gives us an output....
Artificial Intelligence & Machine Learning in Trading
Use AI & machine learning in trading. Impact of artificial intelligence & machine learning on trading. Implementations & applications of AI & ML....
Deep Learning in Finance
Learn all about Deep Learning, Models, Applications in finance and Future. Get a general overview of Deep Learning and its use in finance....
Exploratory Data Analysis in Python
Exploratory Data Analysis helps us become familiar with the data we are using to solve the problem statements by using various tools and methods. Today, we look at histograms, scatterplots, box-plots and more in this blog....