Tashwin SJ's Blog

Using Q-learning, Reinforecement Learning for Portfolio Management and Option Pricing

Mar 19, 20246 min read

Experimenting with RL for building optimal portfolio of 3 stocks and comparing it with portfolio theory based approaches Reinforcement learning is...

Using Q-learning, Reinforecement Learning for Portfolio Management and Option Pricing

CNN's for Financial Equity markets

Mar 4, 20246 min read

In the digital age, Convolutional Neural Networks (CNNs) stand as a symbol of transformative technology. A class of deep neural networks, CNNs have...

CNN's for Financial Equity markets

Financial time seires forecasting using LSTM's

Feb 26, 20243 min read

Time series forecasting plays an important role in stock market forecasting, finance, and weather prediction. Long Short-Term Memory (LSTM) is a...

Financial time seires forecasting using LSTM's

Machine Learning for Portfolio management.

Feb 21, 202412 min read

This is how we’d like them to grow https://investresolve.com/blog/category/diversification/ Artificial intelligence, machine learning, big data, and...

Evaluation Metrics for Time series Forecasting.

Feb 4, 202413 min read

Introduction Forecasting plays a pivotal role in industry by providing critical insights and foresight. It enables efficient resource allocation, cost...

Evaluation Metrics for Time series Forecasting.

Feature Engineering for Time series data.

Jan 22, 20249 min read

Applying Python packages and Machine Learning to accelerate forecasts enables the scalability, performance, and accuracy of intelligent solutions that...