Pricing Policy Evaluation and Comparison with Temporal Difference Learning

By |2023-09-26T13:53:23+00:00August 3rd, 2022|Artificial Intelligence, Machine Learning, Most Popular, Python|

There are two main kinds of problems in Reinforcement Learning (RL), evaluation of a policy aka the prediction problem and finding the best policy aka the control problem. A policy dictates the action to be taken given [...]

Predicting Covid-19 Viral Infections using Contact Data with LSTM Neural Network

By |2021-06-17T12:16:39+00:00August 20th, 2020|Big Data, Covid19, Data Sciences, Deep Learning, Machine Learning, Pranab Ghosh, Predictive Analytics, Predictive Modeling, Python, Pytorch, Top Picked, Viral Infections|

With Covid-19 ravaging the world, a lot of people are exploring ways AI and ML can help in combating the virus spread and infection. Viruses like Covid-19  is a complex socio-economic and public health [...]

Auto Training and Parameter Tuning for a ScikitLearn based Model for Leads Conversion Prediction

By |2019-08-22T07:32:52+00:00May 29th, 2018|Analytics, Blogs, Data Sciences, Pranab Ghosh, Predictive Analytics, Predictive Modeling, Python, ScikitLearn|

Auto Training and Parameter Tuning for a ScikitLearn based Model for Leads Conversion Prediction This is a sequel to my last blog on CRM leads conversion prediction using Gradient Boosted Trees as implemented in ScikitLearn. The focus of [...]