Pinned Repositories
Linear-Regression-SAS
Dataset is scraped from the Craigslist website , it contains mostly all relevant information that Craigslist provides on car sales including columns like price, condition, manufacturer, latitude/longitude, and 18 other categories.
K-means-and-Expectation-Maximization
clustering algorithms,dimensionality reduction algorithms,EXPECTATION MAXIMUM
Mobile-Price-Classification
Support Vector Machine (SVM), Decision Trees, boosting algorithms to classify mobile price.
Neural-Networks-Mobile-Price-classification-Data
I implemented Artificial neural networks (ANN) and K Nearest Neighbors for model building and experimentation by tuning the parameters.
GPU-Run-Time-classification
Support Vector Machine (SVM), Decision Trees, boosting algorithms to classify the GPU Run Time data.
Indian-Tourism-Analysis
No direct public dataset available regarding statistics on Tourism (Domestic and Foreign).Scrapped data from official “Ministry of Tourism – Government of India” website.Data source: http://tourism.gov.in/sites/default/files/Other/India%20Tourism%20Statistics%202019.pdf
Linear-Regression
Linear regression model on the dataset to predict the GPU run time and gradient descent algorithm with batch update.
Logistic-Regression
Logistic regression model on the dataset to predict the GPU run time and gradient descent algorithm with batch update.
Neural-Networks
I implemented Artificial neural networks (ANN) and K Nearest Neighbors for model building and experimentation by tuning the parameters.The data set used is GPU Run Time
Scrape-Repository
Requests, bs4, scrappy
Sampathgubbala's Repositories
Sampathgubbala/website-scrape
Sampathgubbala/Stock-Price-Prediction
Sampathgubbala/GPU-Run-Time-classification
Support Vector Machine (SVM), Decision Trees, boosting algorithms to classify the GPU Run Time data.
Sampathgubbala/Logistic-Regression
Logistic regression model on the dataset to predict the GPU run time and gradient descent algorithm with batch update.
Sampathgubbala/Scrape-Repository
Requests, bs4, scrappy
Sampathgubbala/Indian-Tourism-Analysis
No direct public dataset available regarding statistics on Tourism (Domestic and Foreign).Scrapped data from official “Ministry of Tourism – Government of India” website.Data source: http://tourism.gov.in/sites/default/files/Other/India%20Tourism%20Statistics%202019.pdf
Sampathgubbala/K-means-and-Expectation-Maximization
clustering algorithms,dimensionality reduction algorithms,EXPECTATION MAXIMUM
Sampathgubbala/Linear-Regression-SAS
Dataset is scraped from the Craigslist website , it contains mostly all relevant information that Craigslist provides on car sales including columns like price, condition, manufacturer, latitude/longitude, and 18 other categories.
Sampathgubbala/Neural-Networks
I implemented Artificial neural networks (ANN) and K Nearest Neighbors for model building and experimentation by tuning the parameters.The data set used is GPU Run Time
Sampathgubbala/Neural-Networks-Mobile-Price-classification-Data
I implemented Artificial neural networks (ANN) and K Nearest Neighbors for model building and experimentation by tuning the parameters.
Sampathgubbala/Mobile-Price-Classification
Support Vector Machine (SVM), Decision Trees, boosting algorithms to classify mobile price.
Sampathgubbala/Linear-Regression
Linear regression model on the dataset to predict the GPU run time and gradient descent algorithm with batch update.