Download a YouTube video from the command line with youtube-dl
You can use youtube-dl to download arbitrary YouTube videos from the command line. This is useful for doing machine learning on new videos.
Machine learning pipelines should be Python packages: Transfer learning
Building machine learning pipelines as well-formed Python packages simplifies transfer learning. Here's a simple example.
Object spread operator for Python
The object spread operator is a useful pattern in JavaScript. You can do something similar in Python.
Source code layout for machine learning pipelines
How you structure code in an ML pipeline makes a big difference in whether other people can easily use it. Here's a recommendation for how to do it well.
Changing the Python Version in Conda
The latest version of Anaconda comes with Python 3.7. But sometimes you need to use an earlier release.
Adding a dimension to a tensor in PyTorch
Adding a dimension to a tensor can be important when you're building deep learning models.
Sending a text message with AWS SNS
SNS is AWS's pub-sub service. It's useful for sending and receiving alerts for events you care about. It can also be used to send SMS messages.