2010 Database Deep Learning 
AWS Machine Learning Blog
OCTOBER 23, 2024
Agent Creator is a versatile extension to the SnapLogic platform that is compatible with modern databases, APIs, and even legacy mainframe systems, fostering seamless integration across various data environments. The resulting vectors are stored in OpenSearch Service databases for efficient retrieval and querying.
FEBRUARY 7, 2023
The second notebook shows how the expert annotations that are available for hundreds of studies on TCIA can be downloaded as DICOM SEG and RTSTRUCT objects, visualized in 3D or as overlays on 2D slices, and used for training and evaluation of deep learning systems.
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AWS Machine Learning Blog
DECEMBER 18, 2023
MongoDB Atlas MongoDB Atlas is a fully managed developer data platform that simplifies the deployment and scaling of MongoDB databases in the cloud. The service uses deep learning techniques to handle complex data patterns and enables businesses to generate accurate forecasts even with minimal historical data.
Towards AI
AUGUST 11, 2023
It encompasses everything from CSV files and spreadsheets to relational databases. Tabular data has been around for decades and is one of the most common data types used in data analysis and machine learning. This exposed many data scientists and machine learning engineers to the power of analyzing and building models on tabular data.
AWS Machine Learning Blog
SEPTEMBER 11, 2024
Together, these elements lead to the start of a period of dramatic progress in ML, with NN being redubbed deep learning. In 2017, the landmark paper “ Attention is all you need ” was published, which laid out a new deep learning architecture based on the transformer.
AWS Machine Learning Blog
APRIL 16, 2024
It employs advanced deep learning technologies to understand user input, enabling developers to create chatbots, virtual assistants, and other applications that can interact with users in natural language. If you download the example template and deploy it, you should see that an IAM role has been created. Resources: # 1.
DrivenData Labs
SEPTEMBER 10, 2024
2nd Place Ishanu Chattopadhyay (University of Kentucky) 2 million synthetic patient records with 9 variables, generated using AI models trained on EHR data from the Truven Marketscan national database and University of Chicago (2012-2021). These patients, aged 60-75, were eventually diagnosed with AD/ADRD.
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