Skip to main content

Posts

Showing posts from October, 2017

Angular vs React

An attempt to answer one question which all people trying to pick a front end framework has . Is Angular or React the right choice ? Angular vs React is a burning adoption question on most Project planning sessions and one which often a developer has to confront. React is a Facebook supported initiative and is a javascript library . It would be wrong to call it a framework based on its initial release versions . It helps to create resusable components in applications and is javascript based . Angular has equally competent heritage from Google .With Angular being a new version to previous Angular JS which was widely successful. Angular has now ditched Javascript and adopted Typescript , i was very skeptic of this choice especially typescript being previously unknown in the front end developer circles . Once I started using Typescript I could see some clear advantages  and choice for strong typing  which was missing in Javascript for long was being enforced. Of course I

Picking a data set and trying to solve the problem.

Problem for us : Using Machine learning we will try to predict which valuable employees will leave next. And also create data explorations based on the dataset in hand.At large the application will be developed using R shiny and R for data analysis and presentation. At the data exploration phase, we are also considering using Python along with R so as to understand the differences in the platforms. Problem description : We intend to consider the HR survey results and understand why employees are leaving prematurely? Fields in the dataset include: ·         Satisfaction Level ·         Last evaluation ·         Number of projects ·         Average monthly hours ·         Time spent at the company ·         Whether they have had a work accident ·         Whether they have had a promotion in the last 5 years ·         Departments (column sales) ·         Salary ·         Whether the employee has left Dataset Links The data is from Kaggle   https://