Publications by Himanshu Patil
Developing Data Products Week 3 Assignment
Devp. Data Products:Week 3 Assignment Himanshu Patil 8/27/2020 Code for Plot library(plotly) trace_0 <- rnorm(100, mean = 5) trace_1 <- rnorm(100, mean = 0) trace_2 <- rnorm(100, mean = -5) x <- c(1:100) data <- data.frame(x, trace_0, trace_1, trace_2) fig <- plot_ly(data, x = ~x, y = ~trace_0, name = 'trace 0', type = 'scatter', mod...
94 sym R (447 sym/1 pcs)
Coursera- Statistical Inference- Quiz 2
Question 1 What is the variance of the distribution of the average an IID draw of n observations from a population with mean μ and variance σ2 ? σ2/n σ2 2(σ/√n) σ/n Answer : σ2n. Question 2 Suppose that diastolic blood pressures (DBPs) from men aged 35-44 are normally distributed with a mean of 80mmHg and a standard deviation of 10 mmH...
3070 sym R (350 sym/12 pcs)
Reproducible Research - Course Project II
Exploring the U.S. National Oceanic and Atmospheric Administration’s (NOAA) storm database. Synopsis This Project is the part of MOOC REPRODUCIBLE RESEARCH offered through COURSERA Storms and other severe weather events can cause both public health and economic problems for communities and municipalities. Many severe events can result in fatal...
4786 sym R (10132 sym/42 pcs) 2 img
Data Science Capstone - Milestone Report
Overview: This Milestone Report for the Data Science::Statistics and Machine Learning:Capstone This milestone report describes the major features of the training data with our exploratory data analysis and summarizes our plans for creating the predictive model. Getting and understanding Data Loading requisite libraries library(magrittr) library...
855 sym R (5091 sym/21 pcs)
Data Science Capstone - Final Report
Reproducible Pitch : Capstone Final ProjectMr. Himanshu V. Patil28th Aug, 2020 Overview of the Project The purpose of the project is to create text-prediction application with R Shiny package that predicts words using a natural language processing model i.e. creating an application based on a predictive model for text. Given a word or phrase as...
1650 sym
Reproducible Research - Course Project 1
Setting global option to turn warnings off knitr::opts_chunk$set(warning=FALSE) Q.1 Code for reading in the dataset and/or processing the data activity.data <- read.csv("activity.csv") activity.data$date <- as.POSIXct(activity.data$date, "%Y-%m-%d") weekday <- weekdays(activity.data$date) activity.data <- cbind(activity.data,weekday) summary...
1021 sym R (2926 sym/18 pcs) 4 img
DDP Week 2 Assignment
Overview of Assignment : Create a web page using R Markdown that features a map created with Leaflet. Host your webpage on either GitHub Pages, RPubs, or NeoCities. Your webpage must contain the date that you created the document, and it must contain a map created with Leaflet. We would love to see you show off your creativity! Marking 2 Famous ...
398 sym R (691 sym/6 pcs)
Developing Data Products - Course project
Developing Data Products : Course Project Data Explorer Himanshu Patil 27th August, 2020 Overview The Shiny app that I have built named as Data Explorer. This is its 1.1 version Basically this app performs basic exploratory data analysis which includes 1. Visualization of Data 2. Statistical summary of data 3. Exploratory graphs. To achiev...
1405 sym R (2519 sym/2 pcs)