sravanroy Goto Github PK

airlines-graph-network

aws-ml-deployment

Deploying a ML model in AWS EC2 instance and automating the process of storing the prediction outputs in a S3 bucket and terminating that EC2 instance.

azure_docker_deployment

Deployed a LightGBM Machine Learning app on Azure by using docker container

central_limit_theorem_simulation

Investigate the exponential distribution in R and compare it with Central Limit Theorem

coursera-eda-project-1

Plotting Assignment 1 for Exploratory Data Analysis

coursera-getting-and-cleaning-data-project

course project for Coursera "Getting and Cleaning Data"

crimeapp-android

This is my crime based interactive android application.Have fun playing around with it !

data_engineering-airflow-and-data_pipelines

My solution for Udacity Data Engineering Nanodegree Project 4 (Airflow+ Data Pipelines)

data_engineering-dwh-in-aws

My solution for Udacity Data Engineering Nanodegree Project 2 (DataWareHouse + AWS)

data_engineering-nosql-and-cassandra

My solution for Udacity Data Engineering Nanodegree Project 1B (NoSQL + Apache Cassandra)

data_engineering-rdbms-and-postgresql

My solution for Udacity Data Engineering Nanodegree Project 1A (RDMS+PostgreSQL)

data_engineering-spark-and-data_lake

My solution for Udacity Data Engineering Nanodegree Project 3 ( Apache Spark+Data Lake)

datasciencecoursera

Repo for the Data science toolbox in Coursera

datasharing

The Leek group guide to data sharing

datawig

Imputation of missing values in tables.

deploying-sms-classifier-ec2-heroku

Deployed a Spam/Ham Classifier model onto Heroku Server

dynamic-regression-analysis

R Shiny application to perform regression analysis dynamically by choosing different regresssion techniques

feature-vectors-for-video-frames

Dealing with videos for classification can be difficult as there's both features across space as well as across time. Using a CNN based feature extractor would extract the spacial features and let an RNN/ LSTM take care of the temporal features. This repo contains code to extract the spatial features using pretrained networks.

geoquiz-android-app

A simple and fun quiz application

getting_and_cleaning_data_project

This repo contains the peer graded assignment for Coursera

ggalt

:earth_americas: Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'

hangman_agent

heroku-demo

hiphop_analysis

An in-depth analysis of hip-hop music by scraping the lyrics data of 16 artists using Scrapy . Visualized with seaborn and Open CV

house_price_predictions

Predicted the house prices with a blend of 3 Machine Learning algorithms(Light GBM, Gradient Boost and ENet) with 7.5% MAPE

imageclassification_resnet34

Predicting class of a blood cell by training a ResNet34 architecture using fastai library in Python

language_modelling_lstm

Neural language model using LSTM

naivebayes_spamclassifier

Utilized the Naive Bayes algorithm to create a model that can classify dataset SMS messages as spam or not spam.

nlp-deployment-heroku

portfolio