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Kimia Gharib
Kimia Gharib

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Published in Motherhood 101

·Apr 19

First Feelings

In may 2021, I became a mother. I had a very hard delivery, which made the healing process quite hard. Retrospectively, when I look back I realize that I still can’t digest the emotional trauma I went through. It’s bizarre cause it’s been a while. However, I completely forgot the…

Motherhood

2 min read


Apr 12, 2021

My journey from data analytics to data science

I have recently moved from a data analyst role to a data scientist role. This might not sound like a big change to you, but in reality these two roles can be quite different. Disclaimer: This is my experience and it might be very different from yours! I just want…

Data Science

6 min read

My journey from data analytics to data science
My journey from data analytics to data science

Published in Towards Data Science

·May 24, 2020

A/B Testing-part 2

This is the second post from my series on A/B testing. In part 1, we learned the idea behind an A/B test. In this post, I walk you through the statistics behind A/B testing and focus more on analyzing the results of the test. …

A B Testing

11 min read

A/B Testing- part 2
A/B Testing- part 2

Published in Towards Data Science

·Apr 30, 2020

A/B Testing- part 1

A/B testing is a hard concept to understand and explain. In this post I will walk you through the theory behind A/B testing. Our focus will be the following topics: What is hypothesis testing? Choosing right metrics Designing the test Analyzing the result of the test What is A/B testing A/B testing is a…

Ab Testing

9 min read

A/B Testing- part 1
A/B Testing- part 1

Mar 28, 2020

Introduction to machine learning

In this series of blog posts, I’d like to explain how to use machine learning algorithms to solve specific problems in the data science world. Here, in the very first post, I walk you through the definition of machine learning (or simply ML) and different types of learning algorithms. What is machine learning? According…

Towards Data Science

3 min read

Introduction to machine learning
Introduction to machine learning

Mar 19, 2020

Introduction to Bayesian A/B testing

Imagine that we have two versions of a website, A and B. The only difference between these two versions is the design of the “sign-up” button. The question that we ultimately want to answer is that which version has higher conversion rate (users who sign-up/users who view the sign-up button). …

Bayesian Statistics

4 min read

Bayesian A/B testing
Bayesian A/B testing

Jul 21, 2019

Pandas

As a data analyst, I use Pandas package on a daily basis. It enables me to answer many questions about the data I’m working with. In this post, we are going through some of these questions and we’ll see how methods and functions in Pandas can help us to answer…

Iris Dataset

4 min read

Pandas
Pandas
Kimia Gharib

Kimia Gharib

Mother- Physicist by Education- Data Scientist by Profession

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