Articles by finnstats

Exploratory Data Analysis (EDA)

May 4, 2021 | finnstats

Exploratory Data Analysis is one of the critical processes of performing initial investigations on data analysis. Basic idea is to discover the patterns, anomalies,... The post Exploratory Data Analysis (EDA) appeared first on finnstats.
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Random Forest Feature Selection

May 3, 2021 | finnstats

Random Forest feature selection, why we need feature selection? When we have too many features in the datasets and we want to develop a... The post Random Forest Feature Selection appeared first on finnstats.
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Linear Discriminant Analysis in R

May 2, 2021 | finnstats

linear discriminant analysis, originally developed by R A Fisher in 1936 to classify subjects into one of the two clearly defined groups. It was... The post Linear Discriminant Analysis in R appeared first on finnstats.
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Customer Segmentation K Means Cluster

May 1, 2021 | finnstats

Customer segmentation is the process of separation of customers into groups based on common characteristics or patterns so companies can market their products to... The post Customer Segmentation K Means Cluster appeared first on finnstats.
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KNN Algorithm Machine Learning

April 29, 2021 | finnstats

knn algorithm machine learning, in this tutorial we are going to explain classification and regression problems. Machine learning is a subset of artificial intelligence... The post KNN Algorithm Machine Learning appeared first on finnstats.
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Logistic Regression R- Tutorial

April 28, 2021 | finnstats

Logistic Regression R, In this tutorial we used the student application dataset for logistic regression analysis. Logistic regression is a statistical model that in... The post Logistic Regression R- Tutorial appeared first on finnstats. [Read more...]

Timeseries analysis in R

April 26, 2021 | finnstats

Timeseries analysis in R, in statistics time series, is one of the vast subjects, here we are going to analyze some basic functionalities with... The post Timeseries analysis in R appeared first on finnstats.
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Handling missing values in R

April 23, 2021 | finnstats

Handling missing values in R, one of the common tasks in data analysis is handling missing values. In R, missing values are often represented... The post Handling missing values in R appeared first on finnstats.
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Social Network Analysis in R

April 22, 2021 | finnstats

Social Network Analysis in R, Social Network Analysis (SNA) is the process of exploring the social structure by using graph theory. It is mainly... The post Social Network Analysis in R appeared first on finnstats.
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Cluster Analysis in R

April 20, 2021 | finnstats

Cluster Analysis in R, when we do data analytics, there are two kinds of approaches one is supervised and another is unsupervised. Clustering is... The post Cluster Analysis in R appeared first on finnstats.
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Decision Trees in R

April 19, 2021 | finnstats

Decision Trees in R, Decision trees are mainly classification and regression types. Classification means Y variable is factor and regression type means Y variable... The post Decision Trees in R appeared first on finnstats.
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Gradient Boosting in R

April 17, 2021 | finnstats

Gradient Boosting in R, in this tutorial we are going to discuss extreme gradient boosting. Why is eXtreme Gradient Boosting in R? Popular in... The post Gradient Boosting in R appeared first on finnstats.
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Market Basket Analysis in R

April 16, 2021 | finnstats

Market Basket Analysis in R, Market Basket Analysis is very popular. In this tutorial, the main idea is to identify the purchase pattern of... The post Market Basket Analysis in R appeared first on finnstats.
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Basic Functions in R

April 15, 2021 | finnstats

Basic Functions in R, in this tutorial, we are going to discuss basic statistical or user-defined functions. Functions are very useful in R for... The post Basic Functions in R appeared first on finnstats. [Read more...]

Random Forest in R

April 13, 2021 | finnstats

Random Forest in R, Random forest developed by an aggregating tree and this can be used for classification and regression. One of the major... The post Random Forest in R appeared first on finnstats.
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Linear optimization using R

April 12, 2021 | finnstats

Linear optimization using R, in this tutorial we are going to discuss the linear optimization problems in R. Optimization is everything nowadays. We all... The post Linear optimization using R appeared first on finnstats. [Read more...]

LSTM Network in R

April 11, 2021 | finnstats

LSTM network in R, In this tutorial, we are going to discuss Recurrent Neural Networks. Recurrent Neural Networks are very useful for solving sequence... The post LSTM Network in R appeared first on finnstats.
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Deep Neural Network in R

April 9, 2021 | finnstats

Neural Network in R, Neural Network is just like a human nervous system, which is made up of interconnected neurons, in other words, a... The post Deep Neural Network in R appeared first on finnstats.
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