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Dipti

Here I share business intelligence case studies

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Learn Generalized Linear Models (GLM) Using R: A Complete Practical Guide with Real-World Case Studies

Learn Generalized Linear Models (GLM) Using R: A Complete Practical Guide with Real-World Case Studies

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5 min read
Mastering Principal Component Analysis (PCA) in R: A Complete Guide from Basics to Business Insights

Mastering Principal Component Analysis (PCA) in R: A Complete Guide from Basics to Business Insights

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5 min read
Decoding the Language of Data: A Comprehensive Guide to Text Mining in R and Python

Decoding the Language of Data: A Comprehensive Guide to Text Mining in R and Python

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8 min read
How Superstores, Smart Retail, and Changing Lifestyles Are Redefining Shopping Trends

How Superstores, Smart Retail, and Changing Lifestyles Are Redefining Shopping Trends

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7 min read
How Analytics is Transforming Marketing and Sales Strategy

How Analytics is Transforming Marketing and Sales Strategy

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8 min read
10 Smart R Programming Practices to Become a Better R Programmer

10 Smart R Programming Practices to Become a Better R Programmer

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8 min read
How We Reduced 98.9% Load Time for a Tableau Dashboard: Optimizing OR Conditions with the IN Function

How We Reduced 98.9% Load Time for a Tableau Dashboard: Optimizing OR Conditions with the IN Function

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7 min read
Building Regression Models in R using Support Vector Regression (SVR)

Building Regression Models in R using Support Vector Regression (SVR)

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4 min read
Implementing Parallel Processing in R: Boosting Speed, Efficiency, and Scalability in Data Analytics

Implementing Parallel Processing in R: Boosting Speed, Efficiency, and Scalability in Data Analytics

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9 min read
Hierarchical Clustering in R: Concepts, Methods, and Real-World Insights

Hierarchical Clustering in R: Concepts, Methods, and Real-World Insights

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9 min read
How to Implement Random Forests in R: Turning Data into Collective Intelligence

How to Implement Random Forests in R: Turning Data into Collective Intelligence

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8 min read
Understanding the Apply Family of Functions in R

Understanding the Apply Family of Functions in R

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4 min read
Discovering Hidden Patterns in Business Data

Discovering Hidden Patterns in Business Data

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6 min read
How to Design a Fast and Efficient Tableau Workbook

How to Design a Fast and Efficient Tableau Workbook

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5 min read
Statistical Analysis Using NumPy and SciPy: A Complete Guide with Case Studies

Statistical Analysis Using NumPy and SciPy: A Complete Guide with Case Studies

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5 min read
How We Reduced 99.8% Load Time for a Tableau Workbook with Multiple Sheet Filters

How We Reduced 99.8% Load Time for a Tableau Workbook with Multiple Sheet Filters

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4 min read
Choropleth Maps in R: A Powerful Tool for Geographic Data Visualization

Choropleth Maps in R: A Powerful Tool for Geographic Data Visualization

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5 min read
Mastering Support Vector Machines in R: From Basics to Model Tuning

Mastering Support Vector Machines in R: From Basics to Model Tuning

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3 min read
Mastering SVM in R: Classification, Kernels & Model Tuning

Mastering SVM in R: Classification, Kernels & Model Tuning

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4 min read
A Beginner’s Guide to Channel Attribution Modeling in Marketing (with Markov Chains and an R Case Study)

A Beginner’s Guide to Channel Attribution Modeling in Marketing (with Markov Chains and an R Case Study)

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4 min read
Tableau Sales Dashboard Performance (2025 Edition)

Tableau Sales Dashboard Performance (2025 Edition)

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5 min read
Neural Network in R

Neural Network in R

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5 min read
Tableau Sales Dashboards in 2025: From Tracking to Predicting

Tableau Sales Dashboards in 2025: From Tracking to Predicting

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2 min read
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