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Aasma John
Aasma John

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Published in Aasmajohn

·Jan 4, 2021

Cohort Analysis: Using Python!

What is a cohort? A cohort is a group of people who share something in common within a specific time frame. For example, a group of people born in New York in the year 1991. This is an example of a “birth cohort”. Similarly, in the business world cohorts are made up of customers…

Cohort Analysis

6 min read

Cohort Analysis: Using Python!
Cohort Analysis: Using Python!
Cohort Analysis

6 min read


Published in Aasmajohn

·Oct 11, 2020

Why Regularization? A brief introduction to Ridge and Lasso regression

In regression, the standard linear model describes a relationship between Y and a set of variables X1, X2, . . ., Xn and we fit this model using the least squares. However, this standard linear model is not perfect and can be improved by using some fitting procedures. One such…

Lasso Regression

5 min read

Why Regularization? A brief introduction to Ridge and Lasso regression
Why Regularization? A brief introduction to Ridge and Lasso regression
Lasso Regression

5 min read


Published in Aasmajohn

·Jun 28, 2020

Analyzing COVID-19 US data with Tableau and creating Dashboards

Being a Business Analytics graduate student, I’ve always leveraged python’s open libraries: Matplotlib, Ggplot, Bokeh and Seaborn for data visualizations. From data analytics and visualization point of view these libraries are remarkable but the lengthy code part can sometimes be a tad time consuming. This is where Tableau comes in…

Tableau

4 min read

Analyzing COVID-19 US data with Tableau and creating Dashboards
Analyzing COVID-19 US data with Tableau and creating Dashboards
Tableau

4 min read


Published in Aasmajohn

·Jun 18, 2020

Fraud Detection using Machine Learning and dealing with Imbalanced Data

Credit Card Fraud — Every business’s nightmare! For years, we’ve been using credit cards everywhere, for everything - be it at gas station, groceries or (not to forget the most popular one) online shopping. And why not? It gives us instant access to major purchasing power without the inconvenience of…

Credit Card Fraud

7 min read

Credit Card Fraud Detection Using Machine Learning
Credit Card Fraud Detection Using Machine Learning
Credit Card Fraud

7 min read

Aasma John

Aasma John

7 Followers

MSBA candidate at Columbia University

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