databricks

JUNE 11, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data! REGISTER Ready to get started?

Analytics 330

Analytics Analytics Data Science AI 330

Data Science Dojo

MARCH 27, 2025

It powers business decisions, drives AI models, and keeps databases running efficiently. Without proper organization, databases become bloated, slow, and unreliable. Essentially, data normalization is a database design technique that structures data efficiently. Think about itdata is everywhere.

Database 195

Database Data Warehouse Machine Learning Machine Learning 195

databricks

JUNE 18, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

AI 172

AI AI Data Science Artificial Intelligence 172

KDnuggets

JULY 15, 2025

Image by Author Let’s break down each step: Component 1: Data Ingestion (or Extract) The pipeline begins by gathering raw data from multiple data sources like databases, APIs, cloud storage, IoT devices, CRMs, flat files, and more. Data can arrive in batches (hourly reports) or as real-time streams (live web traffic).

Data Pipeline 271

Data Pipeline Natural Language Processing Data Science SQL 271

databricks

JULY 24, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

Clustering 223

Clustering SQL Azure AWS 223

databricks

JULY 18, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

Azure 218

Azure Data Science Artificial Intelligence Business Intelligence 218

databricks

JULY 21, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data! and Databricks Runtime 17.0

SQL 144

SQL Data Warehouse Data Science Artificial Intelligence 144

databricks

JULY 11, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

Business Intelligence 162

Business Intelligence Business Intelligence Artificial Intelligence Artificial Intelligence 162

databricks

JULY 22, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

Data Engineering 202

Data Engineering Data Engineer Data Engineering Data Engineering 202

Flipboard

JULY 14, 2025

Currently, he is focusing on content creation and writing technical blogs on machine learning and data science technologies. Abid Ali Awan ( @1abidaliawan ) is a certified data scientist professional who loves building machine learning models.

Data Scientist 164

Data Scientist Python Natural Language Processing Machine Learning 164

AWS Machine Learning Blog

NOVEMBER 15, 2024

The available data sources are: Stock Prices Database Contains historical stock price data for publicly traded companies. Analyst Notes Database Knowledge base containing reports from Analysts on their interpretation and analyis of economic events. Stock Prices Database The question is about a stock price.

Database 118

Database SQL Data Analysis K-nearest Neighbors 118

AWS Machine Learning Blog

DECEMBER 16, 2024

We spoke with Dr. Swami Sivasubramanian, Vice President of Data and AI, shortly after AWS re:Invent 2024 to hear his impressionsand to get insights on how the latest AWS innovations help meet the real-world needs of customers as they build and scale transformative generative AI applications. Q: What made this re:Invent different?

AWS 101

AWS AI AI Data Warehouse 101

Data Science Dojo

NOVEMBER 5, 2024

Dive into this blog as we uncover what is an LLM Bootcamp and how it can benefit your career. It covers a range of topics including generative AI, LLM basics, natural language processing, vector databases, prompt engineering, and much more. But how can you quickly gain expertise in LLMs while juggling a full-time job?

Data Science 195

Data Science Azure Natural Language Processing Database 195

KDnuggets

JUNE 24, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter Make Sense of a 10K+ Line GitHub Repos Without Reading the Code No time to read huge GitHub projects?

Natural Language Processing 173

Natural Language Processing Data Science Machine Learning Machine Learning 173

Flipboard

JULY 7, 2025

billion in 2024 to USD 36.1 Recommended Learning Resources The Illustrated Transformer (Blog & Visual Guide): A must-read visual explanation of transformer models. Hugging Face Tutorial (2024) - This comprehensive guide covers various NLP tasks, including building a sentiment analysis model with Hugging Face (Recommended).

Natural Language Processing 159

Natural Language Processing Machine Learning Machine Learning Data Science 159

KDnuggets

JULY 24, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter 10 Free Online Courses to Master Python in 2025 How can you master Python for free?

Python 252

Python Data Science Natural Language Processing Machine Learning 252

AWS Machine Learning Blog

DECEMBER 11, 2024

Introducing Field Advisor In April 2024, we launched our AI sales assistant, which we call Field Advisor, making it available to AWS employees in the Sales, Marketing, and Global Services organization, powered by Amazon Q Business.

AWS 109

AWS Database AI AI 109

databricks

JULY 15, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data! Learn more here (updated once available).

Data Engineering 210

Data Engineering Data Engineer Data Engineering Data Engineering 210

PyImageSearch

DECEMBER 23, 2024

Or think about a real-time facial recognition system that must match a face in a crowd to a database of thousands. Imagine a database with billions of samples ( ) (e.g., So, how can we perform efficient searches in such big databases? Figure 1: Example of a 2-dimensional KD-tree (source: Warnasooriya, Medium , 2024 ).

K-nearest Neighbors 117

K-nearest Neighbors Algorithm Deep Learning Deep Learning 117

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.

AI 89

AI AI AWS Database 89

databricks

JULY 21, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

AI 149

AI AI Data Science Artificial Intelligence 149

Hacker News

JUNE 29, 2025

While TinyLFU performs well on frequency-skewed workloads (search, database page caches, and analytics), it may underperform in other scenarios. Sturdyc ¶ Sturdyc was created in 2024 and appears to be the first Go caching library to implement advanced features like loading, refreshing, etc.

Algorithm 131

Algorithm Database Analytics Analytics 131

Flipboard

MAY 14, 2025

According to a Gartner survey in 2024 , 58% of finance functions have adopted generative AI, marking a significant rise in adoption. Their information is split between two types of data: unstructured data (such as PDFs, HTML pages, and documents) and structured data (such as databases, data lakes, and real-time reports).

AWS 140

AWS Database AI AI 140

Pickl AI

NOVEMBER 4, 2024

Summary: Open Database Connectivity (ODBC) is a standard interface that simplifies communication between applications and database systems. It enhances flexibility and interoperability, allowing developers to create database-agnostic code. billion in 2023, is projected to grow at a remarkable CAGR of 19.50% from 2024 to 2032.

Database 52

Database SQL ETL Azure 52

Flipboard

JULY 9, 2025

At AWS re:Invent 2024, we announced Amazon Bedrock Knowledge Bases support for natural language querying to retrieve structured data from Amazon Redshift and Amazon SageMaker Lakehouse. We use a bastion host to connect securely to the database from the public subnet.

ETL 101

ETL Database SQL AWS 101

Flipboard

JUNE 3, 2025

Metadata: department: IT document_type: Procedure category: Security Audit frequency: Quarterly last_updated: 2024-11-15 The language model incorporates these results into its response to the user: Based on our IT Security Quarterly Audit Procedure, the process involves four main phases: 1.

AWS 139

AWS AI AI Database 139

Towards AI

JULY 3, 2025

Analysts and investors spend hours sifting through balance sheets, income statements and footnotes just to answer simple questions such as — What was the company’s revenue in 2024? This blog post explores how we can use LlamaIndex, ChromaDB, Gemini2.0, and Llama 3.2 Join thousands of data leaders on the AI newsletter.

Database 56

Database AI AI Machine Learning 56

AWS Machine Learning Blog

APRIL 30, 2025

Agent function calling represents a critical capability for modern AI applications, allowing models to interact with external tools, databases, and APIs by accurately determining when and how to invoke specific functions. This provides optimal performance by maintaining the same structure the model was trained on.

AWS 116

AWS AI AI Computer Science 116

AWS Machine Learning Blog

DECEMBER 3, 2024

Although generative AI is fueling transformative innovations, enterprises may still experience sharply divided data silos when it comes to enterprise knowledge, in particular between unstructured content (such as PDFs, Word documents, and HTML pages), and structured data (real-time data and reports stored in databases or data lakes).

AWS 103

AWS Database Data Silos Data Lakes 103

Hacker News

JUNE 18, 2025

You’re fluent in languages like Python, C++, Rust , and you know your way around cloud, containers, and databases. About What Happens at YC? What we’re looking for You’ve built real systems : distributed compute, ML pipelines, or infra that powers actual decisions. You think like a builder and have empathy for researchers.

Database 57

Database ML ML Python 57

AWS Machine Learning Blog

MARCH 11, 2025

OpenAI launched GPT-4o in May 2024, and Amazon introduced Amazon Nova models at AWS re:Invent in December 2024. Vector database FloTorch selected Amazon OpenSearch Service as a vector database for its high-performance metrics. The implementation included a provisioned three-node sharded OpenSearch Service cluster.

K-nearest Neighbors 111

K-nearest Neighbors AWS Database AI 111

AWS Machine Learning Blog

APRIL 3, 2025

In 2024, this activity took an account manager (AM) up to 40 hours per customer. To help improve this process, in October 2024 we launched an AI-powered account planning draft assistant for our sales teams, building on the success of Field Advisor , an internal sales assistant tool.

AWS 111

AWS AI AI Database 111

phData

JUNE 30, 2025

In this blog, we will discuss: What is Openflow? Pre-Requisites Below are a few of the most important, but not exhaustive, list of prerequisites required to start using the connector: For an on-premises PostgreSQL database, set the wal_level to logical. How to Ingest data from PostgreSQL to Snowflake with Openflow.

Database 52

Database ETL AWS Data Pipeline 52

AWS Machine Learning Blog

JULY 9, 2025

This day-to-day data from multiple business units lands in relational databases hosted on Amazon Relational Database Service (Amazon RDS). Amazon S3 Tables , launched in late 2024, is a managed Iceberg tables feature that can also be an option for you. It also supports partitioning for better performance.

SQL 70

SQL AWS Apache Kafka Database 70

ODSC - Open Data Science

MAY 5, 2025

Its selector tool and database integration capabilities make it friendlier for non-technical product managers compared to more code-heavy approaches. Replit dominates with full-stack power, offering built-in databases and authentication capabilities that competitors cant match without external tools.

Database 83

Database AI AI Data Science 83

AWS Machine Learning Blog

JUNE 11, 2025

Data for a single report includes thousands of data points from a multitude of sources including official documentation, databases, unstructured document stores, utility bills, and emails. Report GenAI pre-fills reports by drawing on existing databases, document stores and web searches.

AWS 101

AWS SQL Database AI 101

AWS Machine Learning Blog

DECEMBER 3, 2024

According to New Relic’s 2024 Observability Forecast , businesses face a median annual downtime of 77 hours from high-impact outages. For instance, you can investigate a sudden spike in web service response times or a slow database. These outages can cost up to $1.9 million per hour.

AWS 106

AWS AI AI ML 106