I recently wrote a story about how using Canonical’s multipass can provide a WSL-like isolated development environment on MacOS and Linux. I am a rather big fan of simple deployment and CI/CD, hence wanted to see if I could integrate Google Cloud Run deployment through Visual Studio Code on Multipass…


I have been developing software for many years now, and have always defaulted to Apple hardware, based on their UNIX-style OS and the terminal applications / CLI. …


Global state in React has always been an area that has been a bit hit and miss. At the start there was the concept of passing props down the component hierarchy, and using callbacks as props to get data back up the chain. As you can imagine, this quickly got…


Running docker containers on Azure doesn’t need to be complicated, and you don’t even need Docker installed locally! All you need is the Azure CLI toolkit, which you can get easily through a package manager, for example on MacOS you can run:

brew install azure-cli

Once you have the CLI…


I am a self-confessed Apple fanboy, and own both an iMac Pro and a 2018 MacBook Pro. I also own a couple of custom built Linux machines, solely (and reluctantly) for deep learning and artificial intelligence development. Essentially as the platform of choice for graphics processing in the Mac is…


We use Google Cloud Platform within our platform, to deploy ML models to the cloud as containers, and serve them using Kubernetes Engine. For developers, the process of pushing code changes to GitHub / BitBucket and then having to run through docker build and gcloud processes to deploy the code…


This post assumes that you already have a working docker image, that you can build and run on your local machine, and obviously a Google Cloud account with all of the necessary APIs activated, and the Google Cloud SDK installed on your machine. …


Anyone who has tried (and failed) deploying their Keras models will understand the frustration of getting your trained models out there on the cloud. It is all well and good having all of the code sitting their in a Jupyter Notebook, but eventually you will want to deploy and run…


Most of the tutorials out there on setting up deep learning tools such as TensorFlow and Keras seem to be focused on Ubuntu. This is great and all, but what if you prefer a different distribution? I personally am a big Arch Linux fan, and moreso, a Manjaro fan. …


Terms like artificial intelligence, deep learning and neural networks are frequently spoke about as buzzwords, and lumped together with other emerging technologies such as virtual reality and the internet of things. However, I feel that AI is much more than that.

43 years ago, Bill Gates and Paul Allen released…

Dr. Joe Logan

Developer and AI enthisiast from Sydney. Founder of Alixir. Check me out @ https://jlgn.io

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