Armand SauzayinTowards Data ScienceWhich Data Format to Use For Your Big Data Project?Pickle, Parquet, CSV, Feather, HDF5, ORC, JSON: which one should you be using and why?·6 min read·Oct 26, 2023--1--1
Armand SauzayPython Project Setup: A Step-by-Step Guide to Industry Best PracticesLearn how to properly setup and kickstart your python project. And all the nitty-gritty details of which tools to use and how to configure…·16 min read·Jun 5, 2023--7--7
Armand SauzayIntroduction to Cryptography: Understanding Hashing and Public-key Encryption with Code ExamplesWhat’s cryptography? What does hashing and public-key encryption mean? And which tool can you use to start writing cryptography code?·8 min read·Feb 14, 2023--1--1
Armand SauzayHow Fair Are Your Machine Learning Models?A quick introduction to the topic of fairness with hands on coding. Evaluate your machine learning model fairness in just a few lines of…·6 min read·Jul 13, 2022--2--2
Armand SauzaySHAP values: Machine Learning interpretability and feature selection made easy.Machine learning interpretability with hands on code with SHAP.·5 min read·Jun 26, 2022--2--2
Armand Sauzay5 tools I wish I knew when I started writing Machine Learning codeA few tools that will get you on the right track for your Machine Learning projects using python.·4 min read·Jun 16, 2022----
Armand SauzayHydra, the most efficient config handling library for your Python/ML codeImprove your python code by using hydra for configuration.·5 min read·Jun 11, 2022--4--4
Armand SauzayAdd pre-commit checks to format your files and commit messagesStop committing wrongly formatted code and start using pre-commit checks.·3 min read·Jun 7, 2022----
Armand SauzayCommand Line 101: a Basic Guide to Using the TerminalGet started using your terminal and get one step closer to being an experienced developer.·3 min read·Jun 5, 2022--1--1
Armand SauzayinDev GeniusUsing Conda environments for Python, all you need to knowHands on creating and managing conda environments and env variables for your python projects.·4 min read·Jun 3, 2022--1--1