Akshay Ratnawat's starred repositories
PCA_ChileTourismRegion_Analysis
USe PCA and other segmentation techniques to find the focus areas for the Chilean Government to increase tourism competitiveness based on different city characteristics data.
KMeans-and-Gaussian-Mixture-Classification
The project explores KMeans and Gaussian Mixture Algorithms to classify the Boston Housing Dataset into different groups based on different parameters.
PCA_BostonHousingData
Using PCA to reduce the dimension of data and for factor Analysis on Boston Housing Data
Latent_Class_Analysis
Latent Class Analysis on German Credit Data Set to find the latent variables affecting the credit outcomes and behaviour
Real_Time_Intelligent_System_PeopleDetection_and_Counting
This project is on building a real-time intelligent system which involves building and deploying a model to provide real-time model decisions from the real-time data stream.
ReinforcementLearning_MarkovProcess
This project involves analyzing and simulating a Markov Chain and estimating transition matrix for a Reinforcement Learning agent under different policies