2012 and Database - Data Science Current

Build a reverse image search engine with Amazon Titan Multimodal Embeddings in Amazon Bedrock and AWS managed services

AWS Machine Learning Blog

NOVEMBER 13, 2024

It works by analyzing the visual content to find similar images in its database. Store embeddings : Ingest the generated embeddings into an OpenSearch Serverless vector index, which serves as the vector database for the solution. To do so, you can use a vector database. Retrieve images stored in S3 bucket response = s3.list_objects_v2(Bucket=BUCKET_NAME)

AWS

AWS Database K-nearest Neighbors AI

Combine keyword and semantic search for text and images using Amazon Bedrock and Amazon OpenSearch Service

Flipboard

APRIL 24, 2025

OpenSearch Service is the AWS recommended vector database for Amazon Bedrock. OpenSearch is a distributed open-source search and analytics engine composed of a search engine and vector database. To learn more, see Improve search results for AI using Amazon OpenSearch Service as a vector database with Amazon Bedrock.

AWS

AWS Database Machine Learning Machine Learning

Implement user-level access control for multi-tenant ML platforms on Amazon SageMaker AI

AWS Machine Learning Blog

JULY 11, 2025

Prerequisites Before implementing this solution, make sure your SageMaker Studio domain meets the following criteria: Roles used with SageMaker AI (both SageMaker Studio and roles passed to SageMaker pipelines or processing jobs) have the sts:SetSourceIdentity permission in their trust policy.

ML

ML ML AWS Clustering

Webinars

Precision in Motion: Why Process Optimization Is the Future of Manufacturing

Airflow Best Practices for ETL/ELT Pipelines

MORE WEBINARS

Agents as escalators: Real-time AI video monitoring with Amazon Bedrock Agents and video streams

Flipboard

JULY 7, 2025

As demonstrated in the following example, the system translates natural language queries about vehicles into SQL, returning structured information from the database. The database connection is configured through a SQL Alchemy engine. Daytime conditions, clear visibility. No suspicious behavior or safety concerns observed.

AWS

AWS SQL Database AI

Transforming financial analysis with CreditAI on Amazon Bedrock: Octus’s journey with AWS

AWS Machine Learning Blog

MARCH 10, 2025

It was built using a combination of in-house and external cloud services on Microsoft Azure for large language models (LLMs), Pinecone for vectorized databases, and Amazon Elastic Compute Cloud (Amazon EC2) for embeddings. Opportunities for innovation CreditAI by Octus version 1.x x uses Retrieval Augmented Generation (RAG).

AWS

AWS Database AI AI

Enrich your AWS Glue Data Catalog with generative AI metadata using Amazon Bedrock

Flipboard

NOVEMBER 15, 2024

When you run the crawler, it creates metadata tables that are added to a database you specify or the default database. This approach is ideal for AWS Glue databases with a small number of tables. Fetch information for the database tables from the Data Catalog. Each table represents a single data store. Build the prompt.

AWS

AWS Database AI AI

Adobe enhances developer productivity using Amazon Bedrock Knowledge Bases

AWS Machine Learning Blog

JUNE 11, 2025

This involved creating a pipeline for data ingestion, preprocessing, metadata extraction, and indexing in a vector database. Similarity search and retrieval – The system retrieves the most relevant chunks in the vector database based on similarity scores to the query.

AWS

AWS AI AI Database

Building cost-effective RAG applications with Amazon Bedrock Knowledge Bases and Amazon S3 Vectors

Flipboard

JULY 17, 2025

As knowledge bases grow and require more granular embeddings, many vector databases that rely on high-performance storage such as SSDs or in-memory solutions become prohibitively expensive. In this post, we demonstrate how to integrate Amazon S3 Vectors with Amazon Bedrock Knowledge Bases for RAG applications.

AWS

AWS Database AI AI

Import data from Google Cloud Platform BigQuery for no-code machine learning with Amazon SageMaker Canvas

AWS Machine Learning Blog

OCTOBER 28, 2024

You should be able to run live queries against the BigQuery database. customer_churn" order by random() limit 50 ; In the preceding query, bigquery is the data source name created in Athena, athenabigquery is the database name, and customer_churn is the table name. athenabigquery"."customer_churn"

Machine Learning

Machine Learning Machine Learning ML ML

Building the Benchmark: Inside Our Agentic Insurance Underwriting Dataset

Snorkel AI

JULY 10, 2025

The AI copilot, in turn, has access to resources that include databases and underwriting guidelines in long-form documents. The data capture interactions in which a junior underwriter has information about an applicant that is occasionally incomplete, with tasks that they need help with from our AI copilot.

SQL

SQL AI AI Database

Training AI to Detect Disease: Stand Up To Cancer’s Julian Adams

Flipboard

JUNE 11, 2025

Adams’s recognitions include the 2012 Warren Alpert Foundation Prize for his role in the discovery and development of bortezomib, an anti-cancer drug; the 2012 C. Sam Ransbotham: … ImageNet is a database of 14-plus million images that … started with a contest about a decade ago for image recognition.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence AI AI

An Algorithm for a Better Bookshelf

Hacker News

JULY 1, 2025

In 2012, researchers proved that no deterministic algorithm can improve on log 2 n. 35 th ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems (PODS) , pages 289-302, June 2016. 44 th annual ACM Symposium on Theory of Computing (STOC) , pages 1185-1198, 2012. Further Reading Bender, M. Bulánek, J.

Algorithm

Algorithm Computer Science Computer Science Artificial Intelligence

Connect, share, and query where your data sits using Amazon SageMaker Unified Studio

Flipboard

MARCH 21, 2025

Under DATABASES , select glue_db_ or the customer glue database name you provided during project creation. You will see a new database dev@ in the managed Amazon Redshift Serverless workgroup. Select Redshift (Lakehouse) from CONNECTIONS , dev@ from DATABASES and public from SCHEMAS Run the following SQL in order.

SQL

SQL Data Analyst Data Warehouse AWS

Spreadsheets

Dataconomy

JUNE 10, 2025

Apache OpenOffice Calc: A versatile open-source tool released in 2012. Disadvantages Data handling limitations: They face difficulties when managing very large datasets compared to databases. Google Sheets: A web-based application offering collaborative features as part of Google Workspace.

Database

Integrate generative AI capabilities into Microsoft Office using Amazon Bedrock

AWS Machine Learning Blog

MARCH 19, 2025

AWS (Amazon Web Services) is a comprehensive cloud computing platform offering a wide range of services like computing power, database storage, content delivery, and more.n2. Make sure that we have Powertools for AWS Lambda (Python) available in our runtime, for example, by attaching a Lambda layer to our function.

AWS

AWS AI AI Cloud Computing

Evaluating AI Agents for Insurance Underwriting

Snorkel AI

JUNE 26, 2025

The AI copilot, in turn, has access to resources that include databases and underwriting guidelines in long-form documents. The data capture interactions in which a junior underwriter has information about the applicant that is occasionally incomplete, with tasks that they need help with from our AI copilot.

AI

AI AI SQL Database

Evaluating AI Agents for Insurance Underwriting

Snorkel AI

JUNE 26, 2025

The AI copilot, in turn, has access to resources that include databases and underwriting guidelines in long-form documents. The data capture interactions in which a junior underwriter has information about the applicant that is occasionally incomplete, with tasks that they need help with from our AI copilot.

AI

AI AI SQL Database

New projects contribute to digital commons

Hacker News

JUNE 25, 2025

The Open Energy Profiler Toolset (OpenEPT) ecosystem will provide diverse hardware solutions, a user-friendly interface encapsulated in a GUI application, and a collaborative database infrastructure that brings together engineers and researchers to drive innovations in the field of battery-powered technologies.

EDA

EDA Algorithm Database Data Visualization

Ask HN: What Are You Working On? (June 2025)

Hacker News

JUNE 29, 2025

I've built the archival and database software on Lucee & MySQL to store images and automate, and I use OpenAI to analyze images and extra meta data. So I might be putting it into a database to hopefully aggregate multiples of the 10k results if they're not always the same 10k. [0]: 2) Very high anonymity.

AI

AI AI Database Python

Interstellar Flight: Perspectives and Patience

Hacker News

JUNE 25, 2025

Signal Podcast Written Worlds Archives 2025 (47) 2024 (96) 2023 (102) 2022 (104) 2021 (181) 2020 (188) 2019 (191) 2018 (225) 2017 (235) 2016 (237) 2015 (247) 2014 (242) 2013 (232) 2012 (251) 2011 (244) 2010 (268) 2009 (275) 2008 (314) 2007 (382) 2006 (327) 2005 (330) 2004 (131) Copyright © 2023 Centauri Dreams. All Rights Reserved.

Database

Database Clustering

Your Mouse Is a Database (2012)

Hacker News

APRIL 7, 2025

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Database

CI/CD for Data Pipelines: A Game-Changer with AnalyticsCreator

Data Science Blog

MAY 20, 2024

It also supports a wide range of data warehouses, analytical databases, data lakes, frontends, and pipelines/ETL. Support for Various Data Warehouses and Databases : AnalyticsCreator supports MS SQL Server 2012-2022, Azure SQL Database, Azure Synapse Analytics dedicated, and more.

Data Pipeline

Data Pipeline Data Warehouse Azure Data Lakes

Who’s Behind the Botnet-Based Service BHProxies?

Hacker News

FEBRUARY 24, 2023

BHProxies has authored 129 posts on Black Hat World since 2012, and their last post on the forum was in December 2022. BHProxies initially was fairly active on Black Hat World between May and November 2012, after which it suddenly ceased all activity. The website BHProxies[.]com

Database

Finland’s Most-Wanted Hacker Nabbed in France

Hacker News

FEBRUARY 5, 2023

From that story: “Among those who grabbed a copy of the database was Antti Kurittu , a team lead at Nixu Corporation and a former criminal investigator. There were also other projects and databases.” The DDoS-for-hire service allegedly operated by Kivimäki in 2012. Kivimäki was 15 years old at the time.

Database

Use AWS PrivateLink to set up private access to Amazon Bedrock

AWS Machine Learning Blog

OCTOBER 30, 2023

When building such generative AI applications using FMs or base models, customers want to generate a response without going over the public internet or based on their proprietary data that may reside in their enterprise databases. You’re redirected to the IAM console. Currently, the VPC endpoint policy is set to Allow.

AWS

AWS ML ML Computer Science

Feature Platforms?—?A New Paradigm in Machine Learning Operations (MLOps)

IBM Data Science in Practice

MARCH 8, 2023

Hidden Technical Debt in Machine Learning Systems More money, more problems — Rise of too many ML tools 2012 vs 2023 — Source: Matt Turck People often believe that money is the solution to a problem. In regards to the challenge of operationalizing machine learning, this problem prompted a surge of investment to find a solution.

Machine Learning

Machine Learning Machine Learning ML ML

How to choose a graph database: we compare 6 favorites

Cambridge Intelligence

OCTOBER 19, 2023

That’s why our data visualization SDKs are database agnostic: so you’re free to choose the right stack for your application. There have been a lot of new entrants and innovations in the graph database category, with some vendors slowly dipping below the radar, or always staying on the periphery. can handle many graph-type problems.

Database

Database Azure Analytics Analytics

The ultimate guide to Hyper-V backups for VMware administrators

Data Science Dojo

MARCH 27, 2023

vmsd – This database file contains all the pertinent snapshot information. .vmsn It replaces the XML file found in 2012 R2 and earlier. Importantly, it also enables you to perform “application-aware” backups, which ensures that database applications are backed up in a transactionally consistent state.

Clustering

Clustering Database SQL

Explore data with ease: Use SQL and Text-to-SQL in Amazon SageMaker Studio JupyterLab notebooks

AWS Machine Learning Blog

APRIL 16, 2024

For example, you can visually explore data sources like databases, tables, and schemas directly from your JupyterLab ecosystem. After you have set up connections (illustrated in the next section), you can list data connections, browse databases and tables, and inspect schemas. This new feature enables you to perform various functions.

SQL

SQL AWS Database Data Scientist

Inside the Massive Alleged AT&T Data Breach

Hacker News

MARCH 18, 2024

From that story: From the samples shared by the threat actor, the database contains customers' names, addresses, phone numbers, Social Security numbers, and date of birth. Fast forward two and a half years and the successor to this forum saw a post this week alleging to contain the entire corpus of data.

Database

Configure cross-account access of Amazon Redshift clusters in Amazon SageMaker Studio using VPC peering

AWS Machine Learning Blog

JULY 17, 2023

The SourceIdentity attribute is used to tie the identity of the original SageMaker Studio user to the Amazon Redshift database user. The actions by the user in the producer account can then be monitored using CloudTrail and Amazon Redshift database audit logs. On the Select trusted entity page, select Custom trust policy.

Clustering

Clustering AWS Data Warehouse ML

Manage your Amazon Lex bot via AWS CloudFormation templates

AWS Machine Learning Blog

APRIL 16, 2024

IAM role that is used by the bot at runtime BotRuntimeRole: Type: AWS::IAM::Role Properties: AssumeRolePolicyDocument: Version: "2012-10-17" Statement: - Effect: Allow Principal: Service: - lexv2.amazonaws.com For more information, refer to Enabling custom logic with AWS Lambda functions.

AWS

AWS Deep Learning Deep Learning Artificial Intelligence

Use LangChain with PySpark to process documents at massive scale with Amazon SageMaker Studio and Amazon EMR Serverless

AWS Machine Learning Blog

SEPTEMBER 3, 2024

In this post, we explore how to build a scalable and efficient RAG system using the new EMR Serverless integration, Spark’s distributed processing, and an Amazon OpenSearch Service vector database powered by the LangChain orchestration framework. elasticmapreduce", "arn:aws:s3:::*.elasticmapreduce/*" elasticmapreduce", "arn:aws:s3:::*.elasticmapreduce/*"

AWS

AWS Clustering Big Data Big Data

Use machine learning to detect anomalies and predict downtime with Amazon Timestream and Amazon Lookout for Equipment

AWS Machine Learning Blog

DECEMBER 29, 2022

Now that signals are being generated, we can set up IoT Core to read the MQTT topics and direct the payloads to the Timestream database. Choose Create Timestream database. Select Standard database. Name the database sampleDB and choose Create database. Choose Create rule. Enter a rule name and choose Next.

Machine Learning

Machine Learning Machine Learning AWS Database

Store Sales Forecasting with Snowflake Cortex ML & Snowpark

phData

MAY 17, 2024

USE ROLE admin; GRANT USAGE ON DATABASE admin_db TO ROLE analyst; GRANT USAGE ON SCHEMA admin_schema TO ROLE analyst; GRANT CREATE SNOWFLAKE.ML.FORECAST ON SCHEMA admin_db.admin_schema TO ROLE analyst; Next, let’s create the table to house the historical data in our Walmart Demand Forecasting.

ML

ML ML Predictive Analytics Machine Learning

Prepare training and validation dataset for facies classification using Snowflake integration and train using Amazon SageMaker Canvas

AWS Machine Learning Blog

MAY 17, 2023

An existing database within Snowflake. Upload facies CSV data to Snowflake In this section, we take two open-source datasets and upload them directly from our local machine to a Snowflake database. Do the same for the validation database. This assumes that the database is called NICK_FACIES. Choose Add connection.

ML

ML ML AWS Database

16 Companies Leading the Way in AI and Data Science

ODSC - Open Data Science

FEBRUARY 28, 2023

CARTO Since its founding in 2012, CARTO has helped hundreds of thousands of users utilize spatial analytics to improve key business functions such as delivery routes, product/store placements, behavioral marketing, and more.

Data Science

Data Science Machine Learning Machine Learning AI

How to use Netezza Performance Server query data in Amazon Simple Storage Service (S3)

IBM Journey to AI blog

JANUARY 10, 2023

Netezza Performance Server (NPS) has recently added the ability to access Parquet files by defining a Parquet file as an external table in the database. All SQL and Python code is executed against the NPS database using Jupyter notebooks, which capture query output and graphing of results during the analysis phase of the demonstration.

Data Warehouse

Data Warehouse Data Analysis Data Analysis SQL

Build ML features at scale with Amazon SageMaker Feature Store using data from Amazon Redshift

Flipboard

AUGUST 17, 2023

Amazon Redshift uses SQL to analyze structured and semi-structured data across data warehouses, operational databases, and data lakes, using AWS-designed hardware and ML to deliver the best price-performance at any scale. If you want to do the process in a low-code/no-code way, you can follow option C.

ML

ML ML AWS Data Warehouse

Securing MLflow in AWS: Fine-grained access control with AWS native services

AWS Machine Learning Blog

MAY 8, 2023

Deploys an Amazon Aurora Serverless database for the data store and Amazon Simple Storage Service (Amazon S3) for the artifact store. The RestApiGatewayStack stack performs the following actions: Exposes the MLflow server via AWS PrivateLink to an REST API Gateway. mlflow/runs/search/", "arn:aws:execute-api: : : / /POST/api/2.0/mlflow/experiments/search",

AWS

AWS Data Science Machine Learning Machine Learning

What is Fivetran LDP?

phData

AUGUST 22, 2023

LDP is a comprehensive tool that can be used to replicate data from a variety of sources, including databases, files, and applications. Windows Server: 2012 R2, 2016, 2019 In this blog, we will do a deep dive into understanding LDP Architecture. Fivetran LDP is compatible with popular operating systems like: AIX_6.1-POWERPC-64BIT

Database

Database Data Warehouse Cloud Data Analytics

How to Setup Your HVR / Fivetran LDP Architecture

phData

AUGUST 22, 2023

LDP (or HVR) is a comprehensive tool that can be used to replicate data from a variety of sources, including databases, files, and applications. Windows Server: 2012 R2, 2016, 2019 In this blog, we will do a deep dive into understanding LDP (HVR) Architecture. Fivetran LDP (HVR) is compatible with popular operating systems like: AIX_6.1-POWERPC-64BIT

Database

Database Data Warehouse Cloud Data Analytics

Access control for vector stores using metadata filtering with Knowledge Bases for Amazon Bedrock

AWS Machine Learning Blog

JULY 2, 2024

After the doctor has successfully signed in, the application retrieves the list of patients associated with the doctor’s ID from the Amazon DynamoDB database. Before querying the knowledge base, the Lambda function retrieves data from the DynamoDB database, which stores doctor-patient associations.

AWS

AWS Data Governance Database Artificial Intelligence

How Data Security Posture Management Protects Against Data Breaches

ODSC - Open Data Science

FEBRUARY 13, 2024

In 2012, records show there were 447 data breaches in the United States. REGISTER NOW Mapping Uncovered Data All of the databases are identified. The data flow mapping process is used to help you take a couple of steps back to see the entire architecture and all the databases within it from a distance.

Data Science

Data Science Database Machine Learning Machine Learning

Build a reverse image search engine with Amazon Titan Multimodal Embeddings in Amazon Bedrock and AWS managed services

Combine keyword and semantic search for text and images using Amazon Bedrock and Amazon OpenSearch Service

Webinars

Trending Sources

Implement user-level access control for multi-tenant ML platforms on Amazon SageMaker AI

Webinars

Agents as escalators: Real-time AI video monitoring with Amazon Bedrock Agents and video streams

Transforming financial analysis with CreditAI on Amazon Bedrock: Octus’s journey with AWS

Enrich your AWS Glue Data Catalog with generative AI metadata using Amazon Bedrock

Adobe enhances developer productivity using Amazon Bedrock Knowledge Bases

Building cost-effective RAG applications with Amazon Bedrock Knowledge Bases and Amazon S3 Vectors

Import data from Google Cloud Platform BigQuery for no-code machine learning with Amazon SageMaker Canvas

Building the Benchmark: Inside Our Agentic Insurance Underwriting Dataset

Training AI to Detect Disease: Stand Up To Cancer’s Julian Adams

An Algorithm for a Better Bookshelf

Connect, share, and query where your data sits using Amazon SageMaker Unified Studio

Spreadsheets

Integrate generative AI capabilities into Microsoft Office using Amazon Bedrock

Evaluating AI Agents for Insurance Underwriting

Evaluating AI Agents for Insurance Underwriting

New projects contribute to digital commons

Ask HN: What Are You Working On? (June 2025)

Interstellar Flight: Perspectives and Patience

Your Mouse Is a Database (2012)

CI/CD for Data Pipelines: A Game-Changer with AnalyticsCreator

Who’s Behind the Botnet-Based Service BHProxies?

Finland’s Most-Wanted Hacker Nabbed in France

Use AWS PrivateLink to set up private access to Amazon Bedrock

Feature Platforms?—?A New Paradigm in Machine Learning Operations (MLOps)

How to choose a graph database: we compare 6 favorites

The ultimate guide to Hyper-V backups for VMware administrators

Explore data with ease: Use SQL and Text-to-SQL in Amazon SageMaker Studio JupyterLab notebooks

Inside the Massive Alleged AT&T Data Breach

Configure cross-account access of Amazon Redshift clusters in Amazon SageMaker Studio using VPC peering

Manage your Amazon Lex bot via AWS CloudFormation templates

Use LangChain with PySpark to process documents at massive scale with Amazon SageMaker Studio and Amazon EMR Serverless

Use machine learning to detect anomalies and predict downtime with Amazon Timestream and Amazon Lookout for Equipment

Store Sales Forecasting with Snowflake Cortex ML & Snowpark

Prepare training and validation dataset for facies classification using Snowflake integration and train using Amazon SageMaker Canvas

16 Companies Leading the Way in AI and Data Science

How to use Netezza Performance Server query data in Amazon Simple Storage Service (S3)

Build ML features at scale with Amazon SageMaker Feature Store using data from Amazon Redshift

Securing MLflow in AWS: Fine-grained access control with AWS native services

What is Fivetran LDP?

How to Setup Your HVR / Fivetran LDP Architecture

Access control for vector stores using metadata filtering with Knowledge Bases for Amazon Bedrock

How Data Security Posture Management Protects Against Data Breaches

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