Are you looking at replacing your roof? Are you comparing and looking for options?
I was and found this article very helpful https://www.bobvila.com/articles/metal-roofs-vs-shingles/
Have not decided on asphalt shingles vs metal, as that final decision is tied to your context .i.e. (ROI assessment).
Checkout the Google Assistant and Home features in FY22. This is a nice summary that gives lots of details, that you may have missed.
Are you planning your New Year? Here are some great books to add to your personal or vocational learning. I am adding a few from this list to my AI learning for this year.
After careful consideration, we divided 4 axons of approaching the topic:
- Machine and Deep Learning fundamentals (for beginners).
- Framework-centered books: Pytorch, Tensorflow and Keras.
- MLOPs: cloud, production, and deep learning engineering.
- Deep learning theory.
You can choose the one that works best for you!
If you are building and testing new complex microservices architectures this post is for you. They deep dive into how to optimize complex call flows. https://www.infoq.com/news/2021/12/microservice-analysis-crisp/