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…Oct 17, 20202Oct 17, 20202
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.May 22, 20203May 22, 20203
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…May 21, 20202May 21, 20202
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…May 18, 20201May 18, 20201
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.May 15, 2020May 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…May 14, 20201May 14, 20201
Jonathan LebaninTowards Data ScienceEssentials of recommendation engines: content-based and collaborative filteringDescription and a comparison of two recommendation enginesMay 10, 2020May 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…May 7, 2020May 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 ModelMay 7, 20203May 7, 20203