Data product development - data science, machine learning, and backend services
How to deal with underfitting and overfitting in deep learning
The lessons learned from Andrew Ng’s online course
17 Apr 2019
A comprehensive guide to putting a machine learning model in production using Flask, Docker, and Kubernetes
How to use Docker and Flask to put a Scikit model in production as a microservice.
28 Jan 2019
How to split a list inside a Dataframe cell into rows in Pandas
Step by step instructions to "explode" a list into DataFrame rows.
27 Aug 2018
Monte Carlo simulation in Python
How to make business decisions using the Monte Carlo simulation?
17 Aug 2018
How to assign people to groups in a fair way using genetic algorithms
Using Helisa and Jenetics in Scala
21 Jun 2019
Genetic algorithms in Scala - solving optimization problems
Using Helisa and Jenetics to help Fallout players
19 Jun 2019
Re: DataOps Principles: How Startups Do Data The Right Way
Team vs. a bunch of individuals reporting work time in the same spreadsheet
17 Jun 2019
From Scala to Python - Python dataclasses
Domain model in Python
14 Jun 2019
Notetaking for data science
How to document a project?
12 Jun 2019
Wilson score in Python - example
10 Jun 2019
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