PinnedKevin LuData Version Control: a self-contained in-depth tutorialLearn how DVC versions data, code, model artifacts, and experiments together with Cloud Storage & integrates into your CI pipelineJan 22, 2022Jan 22, 2022
PinnedKevin Lu10 tools I wish I knew when I started working with PythonLearn about how venvs, flake8, black, isort, pytest, commitizen, semantic-release, pre-commit hooks, and Github Actions work together!Jan 9, 202210Jan 9, 202210
Kevin Lu4 commands to remove the third wheel from your relationship as a machine learning engineerLet Data Version Control (DVC) help you set boundaries between your partner, and your computerMar 13, 2022Mar 13, 2022
Kevin Lu3 simple steps to setup React with CloudFront secured with SSL in AWSSee how S3, CloudFront, Lambda@edge, Pulumi, and Bitbucket pipelines work togetherSep 30, 2021Sep 30, 2021
Kevin LuinThe StartupLearn backpropagation the hard wayLet’s derive the backpropagation equations in painstaking detail for a 4 layered neural net with batch size of 4 and Cross-Entropy LossMar 22, 2020Mar 22, 2020
Kevin LuNeural Network: Forward passDeriving the forward pass equations for a 4 layer neural network with a batch size of 4 using Cross-Entropy LossMar 13, 20201Mar 13, 20201
Kevin LuNeural Network: Input, hidden, and loss layersUnderstanding the fundamental building blocks of a feed forward neural networkMar 13, 20201Mar 13, 20201