Author Archives: Pradeep Pant

About Pradeep Pant

Engineer, Programmer, Trekker

Developing data products course project

I have made a small project which demonstrate Water Quality of River Ganga (India) in various places on-route (Year 2012) as a part of JHU Coursera Data Science specialization. This project have two parts: Created a Shiny Application I have created a Shiny Application to demonstrate Water Quality of River Ganga (India) in various places on-route… Read More »

Interesting Machine learning algorithms in R

Widely used Machine learning algorithms in R Linear discriminant analysis (LDA) — MASS package of R can be used Regression (Linear & Logistic) Naive Bayes Support vector machines (SVM) Classification and regression trees Random forests (Tree based modelling) — There is excellent package randomForest in R K-Means clustering — Kmeans package of R can be… Read More »

JHU Data Science Specialization Capstone

I have created a text prediction application as a part of Coursera Johns Hopkins University Capstone project. Check below for resources. Next Word Text Prediction Algorithm — Data Science Capstone Project by JHU and Swiftkey Presentation: http://rpubs.com/ppant/capstone-presentation Application: https://ppant.shinyapps.io/nextWordPredict/ Code: https://github.com/ppant/Coursera-Data-Science-Capstone-Project   Request to use and provide your valuable suggestions for improvement. Thanks