Gurkamal Deol – Medium

Gurkamal Deol

Gurkamal Deol
in
Towards Data Science

A quick primer on Apache Airflow

Airflow is a platform used to author, schedule, and monitor workflows.

Apr 24, 2021

A quick primer on Apache Airflow

Apr 24, 2021

Gurkamal Deol
in
Towards Data Science

Living and Computing on the edge

A Brief Introduction to Federated Learning

Jan 23, 2020

Living and Computing on the edge

Jan 23, 2020

Gurkamal Deol
in
Towards Data Science

Calculating Maximum Likelihood Estimation by Hand Step-by-step

I wrote this because I couldn’t find many tutorials showing the detailed math for this calculation. So I decided to write it out…

Sep 20, 2019

Calculating Maximum Likelihood Estimation by Hand Step-by-step

Sep 20, 2019

Gurkamal Deol
in
Towards Data Science

Econometrics with Gretl — Building a GeoSegmentation Model for Bank Churn

Analyzing bank churn data using logistic regression, variance inflation factors, and odds ratios

Sep 10, 2019

Econometrics with Gretl — Building a GeoSegmentation Model for Bank Churn

Sep 10, 2019

Gurkamal Deol
in
The Startup

A Brief Introduction to Econometrics with Gretl

Examining bank churn data using logistic regression, variance inflation factors, and odds ratios

Sep 9, 2019

A Brief Introduction to Econometrics with Gretl

Sep 9, 2019

Gurkamal Deol

Predicting environmental carcinogens machine learning and…

Balancing imbalanced data, exploring accuracy metrics, and an introduction to cheminformatics

Jul 10, 2019

Predicting environmental carcinogens machine learning and…

Jul 10, 2019

Gurkamal Deol
in
Towards Data Science

Predicting carcinogens with logistic regression, knn, gradient boosting and molecular…

Balancing imbalanced data, exploring accuracy metrics, and an introduction to cheminformatics

Jul 8, 2019

Predicting carcinogens with logistic regression, knn, gradient boosting and molecular…

Jul 8, 2019

Gurkamal Deol
in
Towards Data Science

Is a drug stored or excreted? Writing and training a simple perceptron to classify bioconcentration

An brief practical introduction to some of the concepts behind the simple perceptron learning algorithm.

Jun 5, 2019

Is a drug stored or excreted? Writing and training a simple perceptron to classify bioconcentration

Jun 5, 2019

Gurkamal Deol
in
HackerNoon.com

An Introduction to Ridge, Lasso, and Elastic Net Regression

Regression analysis is a statistical technique that models and approximates the relationship between a dependent and one or more…

Feb 22, 2019

An Introduction to Ridge, Lasso, and Elastic Net Regression

Feb 22, 2019

Gurkamal Deol

Gurkamal Deol

I’m a ML engineer and biologist. I’m Interested in AI driven drug discovery, computer vision, & federated learning. www.linkedin.com/in/gurkamal-deol-508675174

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