anishsingh20

Anish Singh Walia's repositories

Time-series-analysis-of-Inflation-rates-using-ShinyDashboard

This project will aim at studying and analyzing the inflation rates of countries globally. The dataset is a public dataset downloaded from International Monetary Fund(IMF) which consists of the inflation rates of countries from 1980 to 2017 and the projected inflation rates of the countries till 2022. Finally I will be producing a dashboard build in R to visualize and analyze the inflation rates.

Language:RApache-2.045 5 1

Statistical-Learning-using-R

This is a Statistical Learning application which will consist of various Machine Learning algorithms and their implementation in R done by me and their in depth interpretation.Documents and reports related to the below mentioned techniques can be found on my Rpubs profile.

Language:R30 80

Analysis-of-Indian-Economy-Using-Shiny

This economics project mainly aims at studying and analyzing the Indian economic conditions over time, using various economic indicators from the data downloaded from World Bank.

Language:RApache-2.010 4 1

Image-Classifiaction-using-CNN-and-keras-in-R

An Image Recognition Project made in R using Keras and Tensorflow which classifies a set of images amongst 10 classes

Language:RApache-2.010 5 1

Text-Message-Classification

Classify messages as Spam or Ham using a simple Naive bayes classifier. After training the Model , next deployment of a web app build on shiny to filter text messages.

Language:RMIT7 30

World-Happiness-analysis

Analysis of Happiness scored according to economic production, social support, etc.

Language:RMIT6 30

Kaggle-Data-science-survey-data-analysis-Using-Shiny

This is a data analytics project for analyzing and mining the data collected by the Kaggle Data science survey conducted in 2017.

Language:RMIT4 40

Credit-Fraud-detection-using-Autoencoder

Credit fraud detection using keras and Autoencoder

Language:RMIT300

HackerRank-DSA-in-CPP-Solutions

This repository contains the solutions to the problems solved by me given on HackerRank data structures and algorithms in C++.

Language:C++Apache-2.03 10

Student-alcohol-consumption-and-grade-prediction

A project which aims at finding the factors and most important features which lead to students indulging in drinking and consuming alcohol.After the exploratory data analysis a decision tree is trained and inference rules are generated to predict which student is most likely to consume alcohol using the most relevant features extracted after analyzing the dataset.

Language:R300