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Steps to install R packages in R studio
Open RStudio Click on the packages in R console at […]
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Predicting survivors on titanic ship using machine learning
Case description Problem – Predicting survivors on titanic ship using […]
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Automate loan approval process based on customer data with R programming
Case description This case study will discuss ways to take […]
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How to create a project in R studio
Steps to create a project in RStudio Open RStudio Click […]
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How to download and Install R
Version of R exists for Windows, MacOS, and Linux/UNIX computers. […]
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How to download and Install R studio ?
How to Install R studio The pre-requisite for running / […]
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What tools to learn for becoming data scientist?
The software / tools / programming language that you need […]
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Data Science work flow for building data products
In this blog, we are going to learn about the […]
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What the world is talking about 21st century data science job?
Data scientist are the new breed of professionals with an […]
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How to Install R commander
The pre-requisite for running / installing R commander is the […]
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Types of machine learning algorithm
What is machine learning? Machine Learning refers to the techniques […]
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Application areas for Customer analytics in banking
There are three stages of customers relationship with Banks or […]
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List of important R packages for data analysis and machine learning
install.packages(‘Package name’) install.packages(‘Readxl’) install.packages(‘e1071’) install.packages(‘psych’) install.packages(‘ggplot2’) install.packages(‘caret’) install.packages(‘tidyverse’) install.packages(‘dplyr’) install.packages(‘tidyr’) […]
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Basics of statistics for data science: Type of data measurement scale
Basics of statistics for data science: Type of data measurement […]
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Basics of Statistics for Data Science: How to calculate Z score
Z score is a statistic used to measure the number […]
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Read and import different data files in R: Excel, CSV, SPSS, txt, url
Steps to Read and import different data files in R […]
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Predictive model for Bank customer churn using machine learning
This case study study is about predicting customer churn in […]
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Datasets for practicing data science and machine learning
1. Titanic dataset 2. Targeted Marketing Campaign 3. […]
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Credit Risk: Predictive machine model for loan default with R codes
This case study discusses steps to build loan default model […]
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Introduction to Basics of R: Getting Started in R and RStudio
Start your Base R on your laptop or computer Basically, […]
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How to Create, Modify, and access elements of Create, Modify, access elements of Vectors in Rstudio
# Let us create vectors in R# Vectors are one-dimension […]
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Data Visualization with R codes: Barplots and Scatter plots
Read the earlier article to understand the data by clicking […]
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Data visualization with R: Histogram, Boxplot, Piechart, Mosiacplot, Correlation
Download the dataset by clicking on the below link Targeted […]
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Metrics to evaluate classification models with R codes: Confusion Matrix, Sensitivity, Specificity, Cohen’s Kappa Value, Mcnemar’s Test
This article aims to discuss various evaluation / performance metrics […]
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Logistic regression with R codes
Train the model using the training sets and check score […]
Data Science Vidhya
Data analytics and Digital Marketing
