Articles by finnstats

Regression in R-Ultimate Guide

October 30, 2021 | finnstats

Regression in R, In a recent article, we discussed model fitting and selection. However, we haven’t considered how we’ll choose which variables to include in our model. Simple Linear Regression in r » Guide... The post Regression in R-Ultimate Guide appeared first on finnstats. [Read more...]

Importance of Statistical Analysis in Business

October 29, 2021 | finnstats

Statistical Analysis in Business, Businesses cannot survive without consumer spending. Statistical analysis can help businesses identify trends among consumers so they can better meet their needs. It is no secret that statistical analysis is... The post Importance of Statistical Analysis in Business appeared first on finnstats. [Read more...]

Model Selection in R (AIC Vs BIC)

October 28, 2021 | finnstats

Model Selection in R, Let’s look at a linear regression model using mtcars dataset. Visit finnstats.com for up-to-date and accurate lessons. First, we need to brush up on our knowledge by looking at the... The post Model Selection in R (AIC Vs BIC) appeared first on finnstats. [Read more...]

Simple Linear Regression in r

October 25, 2021 | finnstats

Simple linear regression in r, we want to create models to investigate and forecast the relationship between variables, and the most basic relationship that we can think of is a straight line. Visit finnstats.com... The post Simple Linear Regression in r appeared first on finnstats.
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Analysis of Variance in R: 3 Steps

October 24, 2021 | finnstats

Analysis of Variance in R, You will be able to identify reasons for employing an Analysis of Variance (or ANOVA) test in your data analysis after completing this tutorial. You’ll also learn how to... The post Analysis of Variance in R: 3 Steps appeared first on finnstats.
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Grouping Data in R- Tidyverse Approach

October 23, 2021 | finnstats

Grouping Data in R, You’ll learn the fundamentals of grouping and how to utilize it to transform and visualize a dataset in this tutorial. Think about the flight delays in the airline dataset that... The post Grouping Data in R- Tidyverse Approach appeared first on finnstats.
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Descriptive Statistics in R

October 21, 2021 | finnstats

Descriptive Statistics in R, You’ll learn about descriptive statistics in this tutorial, which is one strategy you might employ in exploratory data analysis. Before you invest time constructing intricate models, it’s necessary to first... The post Descriptive Statistics in R appeared first on finnstats.
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How to do Data Format in R

October 20, 2021 | finnstats

Data Format in R, You’ll learn about data formats and why reformatting data can help you enhance your data analysis in this tutorial. Data is typically acquired from a variety of sources and by... The post How to do Data Format in R appeared first on finnstats.
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Convert Categorical Variable to Numeric in R

October 19, 2021 | finnstats

Convert Categorical Variable to Numeric in R, In this tutorial, you’ll learn how to convert categorical values into quantitative values to make statistical modeling easier. Most statistical models can’t take in strings as inputs.... The post Convert Categorical Variable to Numeric in R appeared first on finnstats.
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Data Normalization in R

October 17, 2021 | finnstats

Data Normalization in R, data normalization is a vital technique to understand in data pre-processing, and you’ll learn about it in this tutorial. Different numerical data columns may have vastly different ranges, making a... The post Data Normalization in R appeared first on finnstats. [Read more...]

R Packages for Data Science

October 16, 2021 | finnstats

R Packages for Data Science, you’ll learn about the tidyverse library in this lesson, which is a collection of R tools that you can use to manipulate your datasets. You’ll also discover how to... The post R Packages for Data Science appeared first on finnstats. [Read more...]

Shiny Basics-Introduction

October 15, 2021 | finnstats

Shiny Basics, you will learn two standards for constructing a simple Shiny application in this tutorial. You’ll also learn how the program is structured, the components of the user interface, and where to put... The post Shiny Basics-Introduction appeared first on finnstats.
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Boxplot in R Language

October 11, 2021 | finnstats

Boxplot in R, we will demonstrate how to make a box plot in the R programming language. A box plot summarises the distribution of numerical data that has been sorted. If you enjoyed our... The post Boxplot in R Language appeared first on finnstats.
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Line Plots in R-Time Series Data Visualization

October 9, 2021 | finnstats

Line Plot in R, this tutorial will show you how to create simple line plots, adjust the axis labels and colors of plots, and create multiple line graphs. Line plots aid in the visualization... The post Line Plots in R-Time Series Data Visualization appeared first on finnstats.
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Data Visualization with R-Scatter plots

October 8, 2021 | finnstats

Data Visualization with R, In this tutorial, we will describe how to create a scatter plot in the R programming language. “ggplot2” is a fantastic package for making visually appealing data displays. If you... The post Data Visualization with R-Scatter plots appeared first on finnstats.
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Deep Belief Networks and Autoencoders

October 6, 2021 | finnstats

Deep Belief Networks (DBN) and Autoencoders, Let’s take a look at DBNs and how they are created on top of RBMs. If you haven’t read the previous posts yet, you can read them by... The post Deep Belief Networks and Autoencoders appeared first on finnstats. [Read more...]

Restricted Boltzmann Machine (RBM)

October 5, 2021 | finnstats

Restricted Boltzmann Machine is used to detect patterns in data, in an unsupervised way. If you haven’t read the previous posts yet, you can read them by clicking the below links. Introduction to Machine... The post Restricted Boltzmann Machine (RBM) appeared first on finnstats. [Read more...]

Introduction to Recurrent Neural Networks

October 4, 2021 | finnstats

Recurrent Neural Networks, This is a follow-up to one of our previous posts, which you can read here if you missed it. Let’s look into Recurrent Neural Networks and the different types of issues that they... The post Introduction to Recurrent Neural Networks appeared first on finnstats. [Read more...]

Convolutional Neural Networks

October 1, 2021 | finnstats

Convolutional neural networks, Let’s look at a picture classification problem. Assume you have a data set including numerous photographs of planes and cars. And you’d like to create a model that can recognize and... The post Convolutional Neural Networks appeared first on finnstats. [Read more...]

Introduction to Deep Learning

September 30, 2021 | finnstats

Introduction to deep learning, This is a follow-up to one of our previous posts, which you can read here if you missed it. Introduction to Deep Learning Deep learning applications are employed in practically... The post Introduction to Deep Learning appeared first on finnstats. [Read more...]
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