PinnedTarek SamaaliinTowards Data ScienceUnderstand Machine Learning Through 7 Software Design PatternsIn an era where everything is based upon ready-to-use toolkits and containerized environments, designing one’s software is still relevantApr 6, 20223Apr 6, 20223
PinnedTarek SamaaliinTowards Data ScienceUnderstand Machine Learning through More Design Patterns.Introduction :Apr 19, 20221Apr 19, 20221
PinnedTarek SamaaliinTowards Data ScienceA probabilistic approach to guess my phone battery level.Some phone battery levels are more recurrent than others. This led me to think more than once if there would be a way to model this…Feb 26, 20221Feb 26, 20221
PinnedTarek SamaaliinTowards Data ScienceProbabilistic Recreations of the First Digit LawNature creates patterns in numbers and dictates that some are more privileged in terms of appearance than others.Mar 18, 2022Mar 18, 2022
Tarek SamaaliTame Any Sequence with TransformersSequences are important in machine learning because they allow models to learn the relationships between items and predict the next ones.May 3, 20222May 3, 20222
Tarek SamaaliA trick with Python Dunder MethodsIf you are a frequent user of Python Data Processing and fast computation tools and want to reproduce your own conditional expression…Apr 24, 2022Apr 24, 2022
Tarek SamaaliinTowards Data Scienceitertools and functools : Two Python Lone Soldiers.One cool thing about Python is its support for functional programming which states that processing steps are done through functions.Apr 21, 20222Apr 21, 20222
Tarek SamaaliinTowards Data ScienceDemystifying Modules and Packages in PythonModules and packages are the core of any large project. I will be showing some tips involving them such as how to organize packages and…Apr 20, 2022Apr 20, 2022
Tarek SamaaliinGeek CultureThe best data scientist in the world.My judgment is purely subjective. The best data scientist in the world is a fictional character.Apr 13, 2022Apr 13, 2022
Tarek SamaaliinTowards AIText Generation with Markov Decision ProcessesMarkov Decision Processes seem to be an efficient way to handle sequences, tame them, or use them as building blocks to eventually…Apr 12, 20221Apr 12, 20221
