PinnedMario DagradainTowards Data ScienceA primer on functional PyTorchHow to use write Jax-style PyTorch models6 min read·May 7, 2023----
PinnedMario DagradainTowards Data ScienceIntroduction to Physics-informed Neural NetworksA hands-on tutorial with PyTorch10 min read·May 1, 2022--11--11
Mario DagradaSequences, Time Series and Prediction course in PyTorchReviewing the popular Deeplearning.ai course2 min read·Apr 30, 2024----
Mario DagradainStackademicHands-on Introduction to Concurrency in GoWith a simple client-server chat as an example8 min read·Feb 20, 2024----
Mario DagradaA system design journeyURL shortener : from single-machine to a distributed application6 min read·Dec 17, 2023----
Mario DagradainFAUN — Developer Community 🐾Database backup using AWS LambdaAn example of using Lambda to automate repetitive tasks4 min read·Nov 13, 2021----
Mario DagradainFAUN — Developer Community 🐾Private PyPi Server on AWS with TerraformDeploy in less than 5 minutes5 min read·Feb 24, 2021----
Mario DagradainFAUN — Developer Community 🐾Deploy a Containerized Application on AWS with TerraformA step-by-step guide to not reinvent the wheel7 min read·Jan 2, 2021----
Mario DagradainTowards Data ScienceRepresent Hierarchical Data in PythonParsing a simple JSON representation with the anytree library4 min read·Jun 7, 2020--1--1
Mario DagradainTowards Data ScienceML time series forecasting the right wayEnd-to-end guide to predict the future with machine learning8 min read·Apr 26, 2020--3--3