Tashwin SJ (@Tash)

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

Experimenting with RL for building optimal portfolio of 3 stocks and comparing it with portfolio theory based approaches Reinforcement learning is arguably the coolest branch of artificial intelligence. It has already proven its prowess: stunning the...

Mar 19, 2024 · 6 min readtash.hashnode.dev

CNN's for Financial Equity markets

In the digital age, Convolutional Neural Networks (CNNs) stand as a symbol of transformative technology. A class of deep neural networks, CNNs have become ubiquitous, primarily due to their phenomenal success in processing images, videos, and speech ...

Mar 4, 2024 · 6 min readtash.hashnode.dev

Financial time seires forecasting using LSTM's

Time series forecasting plays an important role in stock market forecasting, finance, and weather prediction. Long Short-Term Memory (LSTM) is a popular deep learning model that has proven to be effective in capturing temporal dependencies and making...

Feb 26, 2024 · 3 min readtash.hashnode.dev

Machine Learning for Portfolio management.

This is how we’d like them to grow https://investresolve.com/blog/category/diversification/ Artificial intelligence, machine learning, big data, and other buzzwords are disrupting decision making in almost any area of finance. On the back office, mac...

Feb 21, 2024 · 12 min readtash.hashnode.dev

Evaluation Metrics for Time series Forecasting.

Introduction Forecasting plays a pivotal role in industry by providing critical insights and foresight. It enables efficient resource allocation, cost reduction, and demand planning. Industries rely on forecasts to optimize inventory, enhance supply ...

Feb 4, 2024 · 13 min readtash.hashnode.dev

Tashwin SJ

About

Available for

Tashwin SJ's blogs

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

CNN's for Financial Equity markets

Financial time seires forecasting using LSTM's

Machine Learning for Portfolio management.

Evaluation Metrics for Time series Forecasting.

Tashwin SJ

About

Available for

Tashwin SJ's blogs

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

CNN's for Financial Equity markets

Financial time seires forecasting using LSTM's

Machine Learning for Portfolio management.

Evaluation Metrics for Time series Forecasting.

Tashwin SJ

About

Available for

Tashwin SJ's blogs

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

CNN's for Financial Equity markets

Financial time seires forecasting using LSTM's

Machine Learning for Portfolio management.

Evaluation Metrics for Time series Forecasting.

Search Hashnode

Tashwin SJ

About

Available for

Tashwin SJ's blogs

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

CNN's for Financial Equity markets

Financial time seires forecasting using LSTM's

Machine Learning for Portfolio management.

Evaluation Metrics for Time series Forecasting.