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Dipti M

AI and Data Geek Sharing business intelligence articles and case studies curated by experts analysts

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Perceptive Analytics

Applying GARCH Models to Time Series Data
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Applying GARCH Models to Time Series Data

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4 min read
Modeling Neural Networks with R: Creation and Visualization

Modeling Neural Networks with R: Creation and Visualization

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5 min read
A Step-by-Step Guide to Reinforcement Learning in R

A Step-by-Step Guide to Reinforcement Learning in R

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4 min read
Getting Started with Web Scraping in R

Getting Started with Web Scraping in R

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8 min read
How to Create Histograms in R
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How to Create Histograms in R

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10 min read
Exploring Assumptions of K-means Clustering using R
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Exploring Assumptions of K-means Clustering using R

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9 min read
Optimization Using R

Optimization Using R

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9 min read
How an Engineering Services Company Gained Financial Control and Boosted Efficiency

How an Engineering Services Company Gained Financial Control and Boosted Efficiency

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2 min read
Handling Categorical Data in R: A Practical Guide
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Handling Categorical Data in R: A Practical Guide

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3 min read
Tableau for Marketing: Become a Segmentation Sniper
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Tableau for Marketing: Become a Segmentation Sniper

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8 min read
Basic Statistics in Tableau: Correlation

Basic Statistics in Tableau: Correlation

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5 min read
Tableau Filtering Actions Made Easy

Tableau Filtering Actions Made Easy

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7 min read
Twitter Sentiment Analysis using R

Twitter Sentiment Analysis using R

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11 min read
Creating & Visualizing Neural Network in R

Creating & Visualizing Neural Network in R

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9 min read
How to implement Random Forests in R
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How to implement Random Forests in R

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9 min read
Missing Data in R? Complete 2025 Guide to Imputation Techniques
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Missing Data in R? Complete 2025 Guide to Imputation Techniques

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4 min read
Building Regression Models in R using Support Vector Regression
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Building Regression Models in R using Support Vector Regression

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9 min read
How to Perform Reinforcement Learning with R
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How to Perform Reinforcement Learning with R

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11 min read
How we Reduced 98.9% Load Time for a Tableau Viz that used Multiple OR Conditions?

How we Reduced 98.9% Load Time for a Tableau Viz that used Multiple OR Conditions?

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2 min read
Customer Lifetime Value
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Customer Lifetime Value

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26 min read
Exploratory Factor Analysis in R
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Exploratory Factor Analysis in R

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10 min read
Implementing Parallel Processing in R

Implementing Parallel Processing in R

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10 min read
How we reduced 99.6% in load time of a Tableau Workbook with 112 million string Calcs?

How we reduced 99.6% in load time of a Tableau Workbook with 112 million string Calcs?

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3 min read
Modelling Time Series Processes using GARCH

Modelling Time Series Processes using GARCH

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8 min read
Machine Learning Using Support Vector Machines

Machine Learning Using Support Vector Machines

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9 min read
Tips for Getting Started with Text Mining in R and Python
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Tips for Getting Started with Text Mining in R and Python

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8 min read
Choropleth Maps in R
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Choropleth Maps in R

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9 min read
Understanding Naïve Bayes Classifier Using R

Understanding Naïve Bayes Classifier Using R

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10 min read
A Beginner’s Guide to Channel Attribution Modeling in Marketing (using Markov Chains, with a case study in R)

A Beginner’s Guide to Channel Attribution Modeling in Marketing (using Markov Chains, with a case study in R)

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9 min read
Whys and Hows of Apply Family of Functions in R

Whys and Hows of Apply Family of Functions in R

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9 min read
How to Perform the Principal Component Analysis in R
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How to Perform the Principal Component Analysis in R

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11 min read
10 Smart R Programming Tips to become Better R Programmer

10 Smart R Programming Tips to become Better R Programmer

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11 min read
Learn Generalized Linear Models (GLM) using R

Learn Generalized Linear Models (GLM) using R

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8 min read
Performing Nonlinear Least Square and Nonlinear Regressions in R

Performing Nonlinear Least Square and Nonlinear Regressions in R

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10 min read
Discriminant Analysis: Statistics All The Way

Discriminant Analysis: Statistics All The Way

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8 min read
How Crucial is R for Mastering Data Science?

How Crucial is R for Mastering Data Science?

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5 min read
Anomaly Detection in R

Anomaly Detection in R

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10 min read
Forget Departmental Stores; Superstores are the Trend!

Forget Departmental Stores; Superstores are the Trend!

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4 min read
Tableau Sales Dashboard Performance

Tableau Sales Dashboard Performance

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9 min read
Marketing & Sales Analytics: Use Cases Every Business Should Know

Marketing & Sales Analytics: Use Cases Every Business Should Know

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2 min read
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