Dipti M

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

New York Joined on Jun 16, 2025 diptim@perceptive-analytics.com https://www.perceptive-analytics.com/

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She / her

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Perceptive Analytics

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Dipti M

Jun 17

Comprehensive Tutorial on Data Importing in R

#ai #datascience #analytics #programming

10 min read

Dipti M

Oct 24

From Static to Stunning: Interactive Charts in R using Plotly

#programming #webdev #ai #productivity

5 min read

Dipti M

Oct 22

From Static to Stunning: Interactive Charts in R using Plotly

#webdev #programming #productivity #beginners

5 min read

Dipti M

Oct 21

Understanding Path Analysis in R: A Step Beyond Multiple Regression

#webdev #programming #ai #beginners

5 min read

Dipti M

Oct 20

Merging Minds: Mastering Joins and Data Blending in Tableau

#webdev #programming #ai #productivity

6 min read

Dipti M

Oct 17

Tableau’s Features

4 min read

Dipti M

Oct 15

Understanding Moderation in Regression

3 min read

Dipti M

Oct 13

From A/B Testing to Strategic CRO: A Structured Maturity Model

#webdev #programming #javascript #beginners

6 min read

Dipti M

Oct 12

How to Connect and Blend Data from Multiple Platforms in Tableau

#webdev #ai #programming #blockchain

6 min read

Dipti M

Oct 8

Statistical Analysis Using NumPy and SciPy: A Practical Guide

#webdev #programming #ai #beginners

5 min read

Dipti M

Oct 3

Patterns in Your Data with Tableau Clustering

#beginners #datascience #machinelearning

6 min read

Dipti M

Sep 29

The Expanding Role of Analytics in Marketing and Sales

#programming #ai #beginners #productivity

5 min read

Dipti M

Sep 25

Association Rules in R

10 min read

Dipti M

Sep 23

Simplifying Data with Exploratory Factor Analysis (EFA) in R

#webdev #programming #ai #beginners

5 min read

Dipti M

Sep 22

Analytics in Marketing & Sales

#webdev #programming #ai #beginners

6 min read

Cover image for Connect Tableau with R – Get beauty with power!

Dipti M

Sep 20

Connect Tableau with R – Get beauty with power!

#webdev #programming #productivity #devops

8 min read

Cover image for Implementing Principal Component Analysis (PCA) in R

Dipti M

Sep 18

Implementing Principal Component Analysis (PCA) in R

#webdev #programming #ai #beginners

4 min read

Cover image for Learn Propensity Score Matching (PSM) with R Step by Step

Dipti M

Sep 17

Learn Propensity Score Matching (PSM) with R Step by Step

#web3 #tutorial #beginners #programming

5 min read

Dipti M

Sep 15

SVR in R: Build Accurate Regression Models Step by Step

#webdev #programming #tutorial #beginners

5 min read

Cover image for Cut Dashboard Load Times in Half with This Tableau Trick

Dipti M

Sep 13

Cut Dashboard Load Times in Half with This Tableau Trick

#programming #webdev #ai #beginners

4 min read

Cover image for Animated Visualizations in R with gganimate: A Beginner-Friendly Guide

Dipti M

Sep 11

Animated Visualizations in R with gganimate: A Beginner-Friendly Guide

#webdev #programming #javascript #ai

4 min read

Dipti M

Sep 11

Understanding Visitor Relationship Management

#webdev #programming #javascript #beginners

3 min read

Dipti M

Sep 9

Visualizing and Measuring Correlation in Tableau

5 min read

Dipti M

Sep 8

A Practical Guide to Tableau Web Data Connectors for Finance

#webdev #programming #ai #beginners

6 min read

Cover image for Applying GARCH Models to Time Series Data

Dipti M

Sep 4

Applying GARCH Models to Time Series Data

#webdev #programming #ai #beginners

4 min read

Dipti M

Sep 3

Modeling Neural Networks with R: Creation and Visualization

5 min read

Dipti M

Sep 2

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

4 min read

Dipti M

Sep 1

Getting Started with Web Scraping in R

8 min read

Cover image for How to Create Histograms in R

Dipti M

Aug 29

How to Create Histograms in R

10 min read

Cover image for Exploring Assumptions of K-means Clustering using R

Dipti M

Aug 27

Exploring Assumptions of K-means Clustering using R

#programming #ai #beginners #tutorial

9 min read

Dipti M

Aug 26

Optimization Using R

9 min read

Dipti M

Aug 24

How an Engineering Services Company Gained Financial Control and Boosted Efficiency

#discuss #programming #beginners #tutorial

2 min read

Cover image for Handling Categorical Data in R: A Practical Guide

Dipti M

Aug 21

Handling Categorical Data in R: A Practical Guide

3 min read

Cover image for Tableau for Marketing: Become a Segmentation Sniper

Dipti M

Aug 20

Tableau for Marketing: Become a Segmentation Sniper

8 min read

Dipti M

Aug 19

Basic Statistics in Tableau: Correlation

5 min read

Dipti M

Aug 18

Tableau Filtering Actions Made Easy

7 min read

Dipti M

Aug 16

Twitter Sentiment Analysis using R

11 min read

Dipti M

Aug 14

Creating & Visualizing Neural Network in R

9 min read

Cover image for How to implement Random Forests in R

Dipti M

Aug 12

How to implement Random Forests in R

9 min read

Cover image for Missing Data in R? Complete 2025 Guide to Imputation Techniques

Dipti M

Aug 11

Missing Data in R? Complete 2025 Guide to Imputation Techniques

#programming #webdev #beginners #tutorial

4 min read

Cover image for Building Regression Models in R using Support Vector Regression

Dipti M

Aug 10

Building Regression Models in R using Support Vector Regression

#tableau #bigdata #datascience #analytics

9 min read

Cover image for How to Perform Reinforcement Learning with R

Dipti M

Aug 7

How to Perform Reinforcement Learning with R

#webdev #programming #beginners #tutorial

11 min read

Dipti M

Aug 6

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

#webdev #programming #beginners #tutorial

2 min read

Dipti M

Aug 5

Customer Lifetime Value

#programming #ai #productivity #tutorial

26 min read

Cover image for Exploratory Factor Analysis in R

Dipti M

Aug 4

Exploratory Factor Analysis in R

#webdev #programming #productivity #beginners

10 min read

Dipti M

Aug 2

Implementing Parallel Processing in R

10 min read

Dipti M

Aug 1

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

3 min read

Dipti M

Jul 31

Modelling Time Series Processes using GARCH

8 min read

Dipti M

Jul 30

Machine Learning Using Support Vector Machines

9 min read

Cover image for Tips for Getting Started with Text Mining in R and Python

Dipti M

Jul 28

Tips for Getting Started with Text Mining in R and Python

#programming #ai #productivity #devops

8 min read

Dipti M

Jul 27

Choropleth Maps in R

#discuss #programming #beginners #productivity

9 min read

Dipti M

Jul 24

Understanding Naïve Bayes Classifier Using R

#programming #webdev #ai #productivity

10 min read

Dipti M

Jul 23

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

#programming #ai #beginners #productivity

9 min read

Dipti M

Jul 22

Whys and Hows of Apply Family of Functions in R

#programming #ai #chatgpt #data

9 min read

Cover image for How to Perform the Principal Component Analysis in R

Dipti M

Jul 19

How to Perform the Principal Component Analysis in R

#webdev #programming #ai #tutorial

11 min read

Dipti M

Jul 17

10 Smart R Programming Tips to become Better R Programmer

11 min read

Dipti M

Jul 17

Learn Generalized Linear Models (GLM) using R

#programming #r #glm #tutorial

8 min read

Dipti M

Jul 15

Performing Nonlinear Least Square and Nonlinear Regressions in R

10 min read

Dipti M

Jul 14

Discriminant Analysis: Statistics All The Way

8 min read

Dipti M

Jul 13

How Crucial is R for Mastering Data Science?

#programming #ai #devops #learning

5 min read