Your Python flask web application now works on your machine. Your company has a cloud-first policy, so your next step would be to publish your app on the cloud. With Python apps, you first package your app on a docker container image, push it up to a container registry and then run on any of the [...]
It's time to celebrate! All the tests on your data scientist workstation prove that this is really it: Your machine learning model finally makes excellent predictions about the future, classifies the input text/images to right categories, or does something else your model is supposed to do. Day after the celebrations your project manager asks you how [...]
Interesting times we live. I've been enjoying the hype around artificial intelligence (AI), and the old mankind dream of automatic machines mowing our lawn, cleaning our houses and serving us beer. Scheduled next: Combine chatbot AI with robots and you'll get androids - robots that look, act, and feel like human (you've already guessed the obvious [...]
We'd like to enhance our apps with AI, but we have nobody who understands the neural nets, TensorFlows, Spark GPU clusters or the higher Σ-math involved. The good news is you don't need to be a math or AI magician to have AI infused in your apps. Instead you'll utilize either premade AI services, or standard [...]
