VamshiKrishna's repositories
Churn-Prediction-of-Telecom-Data
This project is focused on end to end application of Machine Learning methodologies to achieve best predicting accuracy. Our goal is to predict churn rate of customers for a telecom service provider based on service charges and usage data of customer.
Social-Distancing-Tool
Project Idea is to train an object detection model which can detect humans in a video and results in all the bounding boxes with humans upon which I have calculated the distance between boxes. Bounding boxes in closer than a threshold value are classified with different color. Also created Bird's eye view using which we can avoid overlapping.
Image-Classification-and-Reverse-Image-Search-on-Google-Open-Image-Dataset
Motive of this project is to handle huge amounts of data using various tools and frameworks of Big Data technologies. Creating Local directory in UMBC cluster, setting up HDFS and Spark frameworks, initializing, setting virtual environment and configuring. Creating directories for pretrained weight files, importing tensorflow and Keras applications, Spark.sql functions, etcetra. Working with Parquet and Avro files.
Pytorch_Audio-Emotion-Classifier
Training a model using CNN's to predict the emotion class of an Audio file in pytorch framework.
athena-federation-python-sdk
Unofficial Python SDK for Athena Federation
Data_Wrangling_and_Exploratory_Analysis_on_WHO_Child_Deaths_Data
Mini Project - Concentrating on Pivoting of data tables and Data Wrangling.
HypothesisTesting-EDA_on_Air_Quality_data_from_Beijing
Considering few Hypothesis based on the observations of data and testing hypothesis by visualizing using Seaborn.
Text-Analytics-on-Amazon-Cell-Reviews-and-Ratings
Application of Classification algorithms and NLTK tools to process the reviews and predict the ratings. For better understanding of data performing topic modelling and visualising using gensim and pyldavis.