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anishsingh20/Human-Resource-Analytics-and-Employee-Churn-Prediction

Stars
40
Rank 680,660 (Top 14 %)
Language
R
License
MIT License
Created over 7 years ago
Updated over 1 year ago

anishsingh20/Human-Resource-Analytics-and-Employee-Churn-Prediction

anishsingh20

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A Data science and Analytics project with the main aim of doing some Descriptive and Exploratory Data Analysis and then applying predictive modelling for predicting why and which are the best and most experienced employees leaving prematurely?

Programming-in-Cpp

Object oriented programming concepts implementation in C++

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.

Power-of-AI

This repository contains useful tools to maximise your day to day productivity using AI and latest tools available in the market

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.

Deep-Learning-in-R-using-Keras-and-Tensorflow-

Implementing Deep learning in R using Keras and Tensorflow packages for R and implementing a Multi layer perceptron Model on MNIST dataset and doing Digit Recognition

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

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.

World-Happiness-analysis

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

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.

COVID-19-INDIA-TRACKER

Tracking COVID-19 Novel Corona Virus Spread in India

Personal-ChatGPT-Bot-For-Mac

Create and deploy your own chatGPT bot written in Python using the ChatGPT API, LongChain and a few lines of code

Best-Tableau-Resources

This repository contains the best resources to learn Tableau.

Railway-Reservation-System

A DBMS project which is made using Nodejs and Express , MongoDB and Mongoose and Ejs as templating engine .

Network-Analysis-of-Game-of-Thrones

Network Analysis is the study of relationships and dependencies between objects . I will use Directed Acyclic Graphs to plot the relationships in R.The project document including complete steps is included here--

Learning-Bash-Fundamentals

Repository for learning the fundamentals of Bash/Shell scripting

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.

Analyzing-Global-Terrorist-Activities

Analyzing the Global Terrorism and all the Terrorist activities that took place in the world from 1970-2015

AWK-Programming-Essentials

Analyzing-Global-Seismic-Activities

Significant Earthquakes from 1965-2016 and Date, time, and location of all earthquakes with magnitude of 5.5 or higher.

Analyzing-Happiness-Worldwide

The World Happiness Report is a landmark survey of the state of global happiness

Descriptive-Analytics-on-Various-Datasets-Using-R

This is a Descriptive Analytics Project which consists of various univariate, bivariate and multivariate data analysis on multiple data sets and their variables using R and its various statistical packages

Analyzing-Corona-Virus-Spread

2019 Novel Coronavirus (COVID-19) is a virus (more specifically, a coronavirus) identified as the cause of an outbreak of respiratory illness first detected in Wuhan, China. Early on, many of the patients in the outbreak in Wuhan, China reportedly had some link to a large seafood and animal market, suggesting animal-to-person spread. However, a growing number of patients reportedly have not had exposure to animal markets, indicating person-to-person spread is occurring. At this time, it’s unclear how easily or sustainably this virus is spreading between people

Analyzing-Urbanization-of-Countries

This Project is all about studying and analyzing the Urbanization Rates and the percentage of Population living in Urban Areas for the Countries.

Credit-Fraud-detection-using-Autoencoder

Credit fraud detection using keras and Autoencoder

Portfolio-Volatility

Volatility is a formal measure of a stock's risks. The higher the volatility of a stock, the greater its up and down swings. The volatility of a portfolio of stocks, on the other hand, is a measure of how wildly the total value of all the stocks in that portfolio appreciates or declines.

Unique-Plots-in-R

This repository contains a Tutorial on plotting various different and exceptional visualization in R .

gg-aframe

📈A Grammar of Graphics for Virtual Reality Data Visualization using A-Frame

Useful-GenerativeAI-Tools-Repo

This repository has useful prompts for LLM and Generative AI models like Bard and ChatGPT

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++.

Learning-k8s-for-CKA

This repo is for anyone who wants to appear for CKA(https://www.cncf.io/certification/cka/) exam and wants to know the basics and practice. I have created this repo while I am preparing for the exam to help other fellow engineers like me.

Visualizing-Obesity-across-USA

This project is all about how to collect data from a webpage and to analyze or visualize it in R.The data is scraped from Wikipedia which includes the Obesity report of USA.

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.

Ceasers-Cipher

A repository which contains the implementation of Ceasers Cipher which is a very basic and most common data encryption Technique in C++.

AI-Insights-Unveiling-the-Future-with-AI-Technologies-and-LLMs

This repository contains a list of blog posts that I will be writing on latest AI technologies like LLMs, ChatGPT and sharing the knowledge with others.

Adaline-vs-MLP-vs-Perceptron

A project to implement,analyze and compare linear Perceptron network with Adaline(adaptive Linear neuron) network and MLP(Multi layer perceptron) in R on Iris dataset.

Neural-Network-in-Javascript

A neural network which solves a XOR equation which is completely made in Javascript.

ShinyApp-Support-Vector-Machines

Free-AI-Courses

This repository consists of some of the most trending and free Generative AI and LLM online courses.

Creating-Desktop-Notification-from-R

This will demonstrate how to create desktop notifications in R

Data-Science-Publications

This repository contains links to all my blog posts on various online data science publications.

Analyzing-Netflix-data

In this project we will be analysing Netflix data and try to find interesting trends which the audience has for the most famous and most used online streaming platform.

Vowel-Recognition

Speaker independent recognition of the eleven steady state vowels of British English using a specified training set of lpc derived log area ratios.

GenerativeAI-App-Gradio-Falcon

LeetCode-Cpp-solutions

This repository contains the solutions to competitive programming and data structures questions on Leetcode.com

Streamlit-Webapp-ChatGPT

Your own customisable ChatGPT Webapp made in Python using Streamlit

Using-MongoDb-in-R

This project is all about using MongoDb inside R to analyze and Visualize data

GeeksForGeeks-Contributions

This is the repository which contains my articles contributed on GeeksForGeeks on Data Structures and Algorithms.

ShinyR-Web-application

A web application made by using ShinyR - a library to develop Web application in R

Heart-Disease-Prediction-using-SVM

In this project I will try to predict heart disease (angiographic disease status) on UCI heart disease dataset using Support vector machine.

Analyzing-Temperature-changes-of-Major-Cities-worldwide

Global warming is the ongoing rise of the average temperature of the Earth's climate system and has been demonstrated by direct temperature measurements and by measurements of various effects of the warming - Wikipedia So a dataset on the temperature of major cities of the world will help analyze the same. Also weather information is helpful for a lot of data science tasks like sales forecasting, logistics etc.

AI-Cheatsheets

This repo contains a list of AI, LLM, Generative AI cheatsheets designed by me on Canva for my Blog Data InkSights

Big-Data-analysis-of-Job-Trends-in-USA

The H-1B is an employment-based, non-immigrant visa category for temporary foreign workers in the United States. For a foreign national to apply for H1-B visa, an US employer must offer a job and petition for H-1B visa with the US immigration department. This is the most common visa status applied for and held by international students once they complete college/ higher education (Masters, PhD) and work in a full-time position.

Pytest-Python-Testing-Framework

Creating Unit test Cases using PyTest in Python

Analysing-US-Police-Violence-Fatalities

This dataset pulls together data from several different sources related to police violence in the United States. The dataset currently includes these types of data: Police shootings Citizen fatalities involving police Police officer deaths suffered in the line of duty Summary statistics by city on people killed, arrests, population Social and economic data Police force policies enacted by departments Police union contract provisions Sales of DoD equipment to law enforcement agencies

arcs

ARCS - Web Developement

Indian-Startup-Funding-analysis

A study of startup boom in India and analyzing the capital raised by the various startups in India between 2015 to 2017

Multitasking-In-bash

Ways to multi task in bash

llama2-app

Deep-learning-Models

A Overview of various Deep learning Models in one Image

Mircoservice_deployment_using_Nomad

This tutorial showcases how to use Nomad to deploy a Microservice in Python

Ansible-galaxy-create_user

Useful-R-Resources

This is a repo which will contain a list of some useful R resources.

Playing-With-Ansible

This repository contains code & some basic examples on using Ansible to manage a set of host target machine.

My-profile

My online profile.

Analyzing-R-users-Worldwide-2019

Stackoverflow recently released the anonymized results of their 2019 annual developer survey. The goal of this project is to analyse various trends for R users .

Learning-Terrafrom

This repository contains details about using terraform and what it is and all the basics involved with using Terrafrom

DO-BLOG-POSTS-PUBLISHED

List of Technical blog posts I worked on and published at DO

anishsingh20-.cc.github.io