Jonathan Leban – Medium

Jonathan Leban

Jonathan Leban
in
Towards Data Science

Using Docopt in python, the most user-friendly command-line parsing library

When you work on file which deals with many arguments, it is time consuming and not user friendly to always change those arguments inside…

Oct 17, 2020

Using Docopt in python, the most user-friendly command-line parsing library

Oct 17, 2020

Jonathan Leban
in
Towards Data Science

Image recognition with Machine Learning on Python, Convolutional Neural Network

After pre-processing the data, it is time to build our model to perform the Image recognition task.

May 22, 2020

Image recognition with Machine Learning on Python, Convolutional Neural Network

May 22, 2020

Jonathan Leban
in
Towards Data Science

Image recognition with Machine Learning on Python, Image processing

Computer vision, the field concerning machines being able to understand images and videos, is one of the hottest topics in the tech…

May 21, 2020

Image recognition with Machine Learning on Python, Image processing

May 21, 2020

Jonathan Leban
in
Towards Data Science

Theory of Principal Component Analysis (PCA) and implementation on Python

When working on a complex science project with a lot of data where each example is described by many characteristics, you may want to…

May 18, 2020

Theory of Principal Component Analysis (PCA) and implementation on Python

May 18, 2020

Jonathan Leban
in
Towards Data Science

A guide on how to interact between Python and databases using SQLAlchemy and PostgreSQL

Explanation of the connection between Python and PostgreSQL using the SQLAlchemy Python library as well as some tips on how to use it.

May 15, 2020

A guide on how to interact between Python and databases using SQLAlchemy and PostgreSQL

May 15, 2020

Jonathan Leban
in
Towards Data Science

A hands on an end to end data science project using Python

Machine Learning, data science, prediction, you may have heard all these words a lot but what is it exactly? In which situation is it…

May 14, 2020

A hands on an end to end data science project using Python

May 14, 2020

Jonathan Leban
in
Towards Data Science

Essentials of recommendation engines: content-based and collaborative filtering

Description and a comparison of two recommendation engines

May 10, 2020

Essentials of recommendation engines: content-based and collaborative filtering

May 10, 2020

Jonathan Leban
in
The Startup

Maths behind A/B testing: red or blue shopping cart button?

When you have a product and you need to bring some changes to it, you always wonder: - Will the new version be better than the previous…

May 7, 2020

Maths behind A/B testing: red or blue shopping cart button?

May 7, 2020

Jonathan Leban
in
Towards Data Science

Monte Carlo method applied on a 2D binary alloy using an Ising Model on Python

Evaluate the properties of a material using Monte Carlo method in Python using Ising Model

May 7, 2020

Monte Carlo method applied on a 2D binary alloy using an Ising Model on Python

May 7, 2020

Jonathan Leban

Jonathan Leban

Computational interest — Master of Engineering UC Berkeley — machine learning engineer AI robotics Unity Technologies

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