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?Oct 26, 20231Oct 26, 20231
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…Jun 5, 20237Jun 5, 20237
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?Feb 14, 20231Feb 14, 20231
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…Jul 13, 20222Jul 13, 20222
Armand SauzaySHAP values: Machine Learning interpretability and feature selection made easy.Machine learning interpretability with hands on code with SHAP.Jun 26, 20222Jun 26, 20222
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.Jun 16, 2022Jun 16, 2022
Armand SauzayHydra, the most efficient config handling library for your Python/ML codeImprove your python code by using hydra for configuration.Jun 11, 20224Jun 11, 20224
Armand SauzayAdd pre-commit checks to format your files and commit messagesStop committing wrongly formatted code and start using pre-commit checks.Jun 7, 2022Jun 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.Jun 5, 20221Jun 5, 20221
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.Jun 3, 20221Jun 3, 20221
