Some 35,000 children are diagnosed with cancer every year in the EU.
For many of these cases, there is no effective treatment or no treatment at all. Things have barely changed in the last 30 years.
#SmartHealth explores this issue.
w/ @EU_Healtheuronews.com/next/2023/09/2…
This is going to change databases!
There are 1.7 million deployments of PostgreSQL worldwide. This makes it one of the world's most popular relational database management systems.
The team behind @postgresml reached out to me and showed me their open-source extension, PostgresML.
It's pretty cool!
You can use this extension to train a model on text and tabular data using SQL queries.
This example trains a model using XGBoost using a query!
select * from pgml.train('Handwritten Digit Image Classifier',
algorithm => 'xgboost',
'classification',
'pgml.digits',
'target'
);
The extension integrates Hugging Face 🤗 Transformers. You can use it to run NLP models right into the database.
Here is an example to determine the sentiment of some text:
select pgml.transform(
task => 'text-classification',
inputs => ARRAY[
'This product didn't work for our family.',
'This has been the best purchase of the year!'
]
) as positivity;
I had never seen this before.
You can train and run supervised and unsupervised algorithms. You can run pre-trained models. Machine Learning and AI right at the database level!
Here is the GitHub repository: github.com/postgresml/pos…
This post is sponsored by @postgresml and their fully managed cloud service. You can use them in addition to their open-source library. Horizontal scalability and support for JavaScript, Python, and Rust.
Machine learning is now getting everywhere.
How long before this is part of every database management system out there?
@rakyll Weird. If vacation is scheduled and planned you shouldn’t work twice..planning and expectations should have been updated to handle exactly that.. but, who am I to say this..
Incredible how eSIMa -and phones supporting dualSIMs via eSIM like the iPhone- make mobile data abroad so much more cheaper and convenient.
I used to get charged ~€50-100/trip in the US on my home (NL) carrier. And stressing about turning data on/off all the time. Not any more.
@maciejwalkowiak@lazy There are use cases for it for reference between beans that must live between different lifecycles also, not necessarily between beans. Think custom interceptors/postprocessors using services provided by other beans.. just one cent
The next generation of Spring Framework is here!
Spring Framework 6.0.0 has been released, see @springjuergen's blog post for more details
spring.io/blog/2022/11/1…
I'd like to use the opportunity to thank again our awesome community!
Listen to this road
A musical road is a stretch of road that, when driven over, produces an audible rumble and a tactile vibration that may be felt through the wheels and body of the car and heard as music