Jonathan LebaninTowards Data ScienceUsing Docopt in python, the most user-friendly command-line parsing libraryWhen you work on file which deals with many arguments, it is time consuming and not user friendly to always change those arguments inside…·6 min read·Oct 17, 2020--2--2
Jonathan LebaninTowards Data ScienceImage recognition with Machine Learning on Python, Convolutional Neural NetworkAfter pre-processing the data, it is time to build our model to perform the Image recognition task.·13 min read·May 22, 2020--3--3
Jonathan LebaninTowards Data ScienceImage recognition with Machine Learning on Python, Image processingComputer vision, the field concerning machines being able to understand images and videos, is one of the hottest topics in the tech…·7 min read·May 21, 2020--2--2
Jonathan LebaninTowards Data ScienceTheory of Principal Component Analysis (PCA) and implementation on PythonWhen working on a complex science project with a lot of data where each example is described by many characteristics, you may want to…·9 min read·May 18, 2020--1--1
Jonathan LebaninTowards Data ScienceA guide on how to interact between Python and databases using SQLAlchemy and PostgreSQLExplanation of the connection between Python and PostgreSQL using the SQLAlchemy Python library as well as some tips on how to use it.·7 min read·May 15, 2020----
Jonathan LebaninTowards Data ScienceA hands on an end to end data science project using PythonMachine Learning, data science, prediction, you may have heard all these words a lot but what is it exactly? In which situation is it…·11 min read·May 14, 2020--1--1
Jonathan LebaninTowards Data ScienceEssentials of recommendation engines: content-based and collaborative filteringDescription and a comparison of two recommendation engines·7 min read·May 10, 2020----
Jonathan LebaninThe StartupMaths 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…·10 min read·May 7, 2020----
Jonathan LebaninTowards Data ScienceMonte Carlo method applied on a 2D binary alloy using an Ising Model on PythonEvaluate the properties of a material using Monte Carlo method in Python using Ising Model·11 min read·May 7, 2020--3--3