Tag: aws

Finally, we've got time to show you some of the work we've been doing. Check the previous posts (three parts) to catch up: https://metanube.org/2023/10/14/generation-analysis-of-tweets-iii-aws-bedrock-claire-foundational-models/ Bedrock is growing fast, as AWS is adding features quickly. One of the latest is the Knowledge Databases functionality: "Amazon Bedrock's knowledge bases...

In the previous post, I described the serverless real-time ingestion of live tweets; you can have a look at the following link: https://metanube.org/2023/05/26/summarization-analysis-of-tweets-ii-serverless-ingestion/ With those tweets, we can train a model for topic modelling; what is more, we'll use a synthetic set of tweets as well,...

After renewing the AWS ML Certification with a perfect score, I got many messages asking about how I prepare the certification(s) and the resources(s) I use. You can find it all over my blog; I use boundless preparation. What does it mean? Preparing yourself without...

In the previous series post, I described a fully ready architecture to summarize and analyze tweets at scale. https://metanube.org/2023/05/04/summarization-analysis-of-tweets-using-aws-openai/ Some of you have contacted me to ask about the ingestion process and the integration with Twitter. So, I have decided to present a simplified ingestion...

I'm sharing with you one of the architectures, production-ready, that I've been working on lately. I was keen to learn how the GPT algorithms would fare summarizing Tweets, not just individually - for instance, with two or three words - but with groups of...

I recertified in April 2023 on the AWS Data Analytics certification for the second time, if you count the AWS Big Data certification - now retired. I got an email from AWS asking for feedback and another survey about the competencies for the AWS...

This a good book, with a kind of misleading title. Yes, it's about hybrid cloud adoption, but with AWS Outposts, to be more precise. AWS Outposts is a family of fully managed solutions that deliver AWS infrastructure and services to virtually any on-premises or...

A bit about my personal experience The AWS Certified Database Beta certification was the last one I took at a test centre, a few weeks before Covid hit Spain very hard and the whole country went into lockdown. It was an intense experience; the certification was...

Here we are, July 2022, in the middle of a scorching summer, so I'd guess it is a perfect moment to relax near the sea and read a book or two. I've compiled a list of favourite books that I can personally recommend. All...

Moto is a library that allows mocking AWS services when using the Python Boto library. It can be used with other languages as stated in the documentation - standalone server mode. I don't have direct experience with that feature, though, as Python is my...