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Ask HN: Good Topics to Study for Machine Learning Operations (MLOps)

I am putting together an online course on how to process data in real time and how to deploy models into production. Right now, I am planning to cover the following in the course: • Streaming data with Docker • Apache Beam / DataFlow • BigQuery • Intro to TensorFlow and Keras • Creating a basic CNN model • Model deployment on Google Cloud (AI Platform) • Basic visualization in Data StudioEven...

( Read More... | 1 comment | 2 points | on HN )
Re:Ask HN: Google Cloud Services Down? on Thursday March 26, 2020 @11:56PM (#22700323)
I moved over to GCP from AWS for what I think might be better MLOps. I agree with you though AWS outages seem to occur less often than GCP outages.
Re:Turing-NLG: A 17B-parameter language model on Tuesday February 11, 2020 @11:56AM (#22299975)
To any of the readers out there, I am currently looking into better understanding the potential business applications of this NLP technology. It would be especially interesting to hear from people who work extensively in social media as to how "Automated reading" could one day help them with their daily job.

If you have time to discuss, DM me on twitter - I am @ralphbrooks.

Re:Autocomplete from Stack Overflow on Tuesday March 22, 2016 @09:42AM (#11336462)
What they really need is a way to rank github code by quality - so that a tool like this pulls in the good code (as opposed to code of lesser quality)