Sonia Samipillai – Medium

Sonia Samipillai

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Sonia Samipillai

Data Analytics — A brief Introduction

“Without big data analytics, companies are blind and deaf, wandering out onto the web like deer on a freeway.”

Jul 17, 2021

Data Analytics — A brief Introduction

Jul 17, 2021

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Sonia Samipillai

Descriptive Statistics — Types of Measures

| Data really powers everything that we do.” — Jeff Weiner

Jul 17, 2021

Descriptive Statistics — Types of Measures

Jul 17, 2021

Sonia Samipillai

Understand Customer Preferences using Conjoint Analysis in Python

What does the customer look for?

Dec 26, 2022

Understand Customer Preferences using Conjoint Analysis in Python

Dec 26, 2022

Sonia Samipillai

Predictive modelling : Predict Customer Spend Behavior based on historical spend using Regression…

“How much will the customer spend?”

Dec 26, 2022

Predictive modelling : Predict Customer Spend Behavior based on historical spend using Regression…

Dec 26, 2022

Sonia Samipillai

Embracing Uncertainty in Data Science-Part 3— Basic Relationships of Probability

This blogpost focuses on basic relationships of probability that are important building blocks. These are basic concepts that one needs to…

Dec 26, 2022

Embracing Uncertainty in Data Science-Part 3— Basic Relationships of Probability

Dec 26, 2022

Sonia Samipillai

Embracing Uncertainty in Data Science-Part 2— Probability Interpretations

“Probability theory is nothing but common sense reduced to calculation”

Dec 26, 2022

Embracing Uncertainty in Data Science-Part 2— Probability Interpretations

Dec 26, 2022

Sonia Samipillai

Embracing Uncertainty in Data Science (with examples in python)-Part 1 — Probability Theory

“ … as far as the propositions of mathematics refer to reality, they are not certain; and as far as they are certain, they do not refer to…

Dec 26, 2022

Embracing Uncertainty in Data Science (with examples in python)-Part 1 — Probability Theory

Dec 26, 2022

Sonia Samipillai

Time Series Decomposition

“The only reason for time is so that everything doesn’t happen at once.” “Time and space are modes by which we think and not conditions in…

Jul 25, 2021

Time Series Decomposition

Jul 25, 2021

Sonia Samipillai

Time Series Data Characteristics

“I never think of the future — it comes soon enough.”

Jul 25, 2021

Time Series Data Characteristics

Jul 25, 2021

Sonia Samipillai

Gentle Introduction on Time Series in 4 mins

“Time is relative, okay? It can stretch, it can squeeze, but… It can’t travel backwards. Just can’t. The only thing that can move across…

Jul 25, 2021

Gentle Introduction on Time Series in 4 mins

Jul 25, 2021

Sonia Samipillai

Sonia Samipillai

Google certified TensorFlow Developer|AI/ML Practitioner| Python Advocate| Data Science | MS in Business Analytics | MBA | Open-source contributor

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