Publications by Created by Anshul Kumar for some special new parents
List of South Asian Themed Names for People
Important note: Not all names have been proofread for political correctness. Starting With Consonants B Buqaiz Booq Booyoth Bohi Boop Bekiyeju Baimaatacho Beeziyair Bachaloga Bothaiqek Boyooshe Baashih Botoophooro Boo Bijhaale Budhephog Bihevooghe Baisaichi Baidoosh Bathe Bugainof Bephooki Baazok Boojhitud Baichof Bobh...
166107 sym
HE-942 Quantitative Methods Workshop
Quantitative Methods Workshop 1 Information 1.1 Reminders 1.2 Learning objectives 2 Explore Data in Excel 3 Starting RStudio Cloud 3.1 Make an RMarkdown document 4 Loading and Exploring Data 4.1 Load data into R 4.2 Explore the dataset 5 Finding Groups Within Our Data 1 Information This page is meant to be used for the course HE-942 at the M...
6986 sym R (4953 sym/47 pcs) 11 img
Predictive Analytics in Education: An introductory example
Predictive Analytics in Education: An introductory example Anshul Kumar Jan 10 2020 Presentation information This presentation introduces one question that predictive analytic methods can help us answer, using example student data and hypothetical analysis methods. Similar predictive methods can also be applied to a broad range of questions ...
17847 sym 2 img 10 tbl
HE-930 Unsupervised Machine Learning Tutorial
Unsupervised Machine Learning Tutorial, HE930 Unsupervised Machine Learning Tutorial, HE930 1 Introduction 1.1 Sources and resources 1.2 Learning goals 1.3 Overview 1.4 Tasks and tips for this week 2 Import and prepare data 3 Calculating distance 3.1 Distances between physical objects – distance formula 3.2 “Distances” between observat...
28591 sym R (6382 sym/33 pcs) 7 img 2 tbl
Predictive Analytics in Education: An Example With Real Data
Predictive Analytics in Education: An Example With Real Data Anshul Kumar Version – 19 June 2020 Presentation information Link to video that goes with this presentation: https://youtu.be/aql1u3Wi8Dg Link to these slides: https://rpubs.com/AnshulKumar/ClassifyStudents1 (not case sensitive) Most of the R code used to make this document can ...
11951 sym 2 img 10 tbl
Predictive Model Validation and Evaluation Tutorial
Predictive Model Validation and Evaluation Predictive Model Validation and Evaluation 1 Goals and Introduction 1.1 Reference materials 2 Data and preparation 3 k-fold cross-validation 3.1 Summary of cross-validation 3.2 Assign groups/folds 3.3 Run cross-validated model 3.4 Confusion matrix 3.5 View results 3.6 Repeat with linear regression 3...
36805 sym R (30077 sym/58 pcs) 3 img
Regression and Classification With KNN, Decision Trees, and Random Forest
Regression and Classification With KNN, Decision Trees, and Random Forest Regression and Classification With KNN, Decision Trees, and Random Forest 1 Goals and Introduction 2 Regression and classification 2.1 Comparison 3 Import and prepare data 4 Divide data 5 Regression techniques to make predictions 5.1 k-Nearest neighbors regression 5.1...
32712 sym R (15836 sym/118 pcs) 2 img 2 tbl
How to make a basic flowchart in R
How to make a basic flowchart in R 1 Resources and references 2 Simple flowcharts 2.1 Most basic and primitive version 2.2 Slightly formatted version 2.3 Another simple example 3 Slightly complex flowcharts Anshul Kumar Version – 23 December 2020 This is a quick guide put together by a non-expert. It is not comprehensive in any way. You c...
2184 sym R (1439 sym/4 pcs)
Linear and Logistic Regression for Predictive Analytics
Linear and Logistic Regression for Predictive Analytics Linear and Logistic Regression for Predictive Analytics 1 Goals and Introduction 2 Import and prepare data 3 Linear regression to make predictions 3.1 Divide data 3.2 Run linear regression 3.3 Make predictions 3.4 Check accuracy 3.4.1 Actual and predicted values 3.4.2 RMSE 3.4.3 Discreti...
29295 sym R (5728 sym/62 pcs) 3 img
VR donning and doffing experimental design
1 Notes Click on ‘hide toolbars’ in the bottom-right corner, for better viewing’ Key variables: Key independent variable = experimental condition. Possible conditions… Control: standard instructor training (no VR) Treatment 1: VR training Treatment 2: online training Dependent variable: score on donning and doffing checklist (expected...
2600 sym R (512 sym/2 pcs)