shravya995 Goto Github PK

absenteeism-at-work

a regression model for the data set which helps us to know the amount of loss faced by the company if the same trend of absenteeism continues till 2011.

age-and-gender-based-organization-of-shelter-homes-using-convolutional-neural-networks

An application to automatically allocate the homeless to an appropriate shelter home by estimating the age and gender of person using convolution neural network

bike-rental-analysis

An application that helps in the prediction of bike rental count on daily based on the environmental and seasonal settings. The dataset contains 731 observations, 15 predictors and 1 target variable. The predictors are describing various environment factors and settings like season, humidity etc. We need to build a prediction model to predict estimated count or demand of bikes on a particular day based on the environmental factors.

castpod

churn-rate-analysis

Implemented a machine learning project to predict the churn rate of a telecom company using python and R

cloud-image-recognition

Build an auto-scaling image recognition app on AWS, dynamically scaling EC2 instances based on user demand. Efficiently handle concurrent requests, use SQS for request pipelining, perform image recognition on EC2, and store results in S3. This project showcases on-demand services and seamless integration of AWS services for efficient outcomes.

custom-cloud

Integrating OpenFaas, Ceph, and AWS for classroom video recognition. Ceph stores videos triggering OpenFaas for facial recognition, with results stored in CSV. The hybrid cloud ensures speed, security, and scalability, utilizing AWS DynamoDB for data management, providing an efficient solution for student identification in videos.

foodify

A web based food delivery system

imdb-web-scrapping

It is a web scrapping tool which extracts some information about the top 250 movies from the imdb website and stores the result in a csv file

instafilter

Create filtered images using pillow python. Like on Instagram

mnist-tensorflow

handwritten digit classifier using neural networks(tensorflow)

paas-student-info-processing

This AWS-based smart classroom assistant scales dynamically as users upload videos to S3. Lambda triggers face recognition, queries DynamoDB for user info, and stores academic details in CSV files on S3, offering an efficient solution for educators.

principal-component-analysis-for-image-compression-and-reconstruction

Employed PCA Algorithm in an application for image recognition and dimention reduction og highly dimentional data that transformed the original data linearly by calculating and choosing eigen vectors with large eigen values and not only removed useless noise but also reduced the amount of computation

wallet

A digital wallet to keep a track of money