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!

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Clustering SQL Azure AWS 223

Flipboard

JUNE 27, 2025

Now, the AI community has a new-found obsession: context engineering — the art and science of structuring everything an LLM needs to complete a task successfully. AI models don’t have intent or judgment. Book here Mohit Pandey Mohit writes about AI in simple, explainable, and often funny words.

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AWS AI AI Database 154

Flipboard

JUNE 17, 2025

Organizations manage extensive structured data in databases and data warehouses. The system interprets database schemas and context, converting natural language questions into accurate queries while maintaining data reliability standards. Developers often face challenges integrating structured data into generative AI applications.

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AWS SQL Database Natural Language Processing 151

KDnuggets

JUNE 19, 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 Go vs. Python for Modern Data Workflows: Need Help Deciding?

Python 284

Python Natural Language Processing Data Science Machine Learning 284

Flipboard

JULY 7, 2025

Fine Tuning LLM Models – Generative AI Course When working with LLMs, you will often need to fine-tune LLMs, so consider learning efficient fine-tuning techniques such as LoRA and QLoRA, as well as model quantization techniques. Vector Databases: Understand how to implement vector databases with RAG.

Natural Language Processing 161

Natural Language Processing Machine Learning Machine Learning Data Science 161

AWS Machine Learning Blog

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. In the context of Amazon Bedrock , observability and evaluation become even more crucial.

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ODSC - Open Data Science

JULY 25, 2025

The second week of the Agentic AI Summit built upon week 1 by diving deeper into the engineering realities of agentic AI — from protocol-level orchestration to agent deployment inside enterprise environments and even developer IDEs.

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AI AI Data Engineering Data Engineering 52

Flipboard

NOVEMBER 20, 2024

Retrieval Augmented Generation (RAG) has become a crucial technique for improving the accuracy and relevance of AI-generated responses. These steps will guide you through deleting your knowledge base, vector database, AWS Identity and Access Management (IAM) roles, and sample datasets, making sure that you don’t incur unexpected costs.

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AWS Natural Language Processing Machine Learning Machine Learning 160

Flipboard

JUNE 3, 2025

Weve witnessed remarkable advances in model capabilities as generative AI companies have invested in developing their offerings. If youre an AI-focused developer, technical decision-maker, or solution architect working with Amazon Web Services (AWS) and language models, youve likely encountered these obstacles firsthand.

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AWS AI AI Database 146

Hacker News

JUNE 9, 2025

We also offer hosted and on-premise versions with OCR, extra metadata, all embedding providers, and managed vector databases for teams that want a fully managed pipeline. or book a demo: https://cal.com/shreyashn/chonkie-demo. 200k+ tokens) with many SQL snippets, query results and database metadata (e.g.

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Database SQL ETL AI 105

Towards AI

NOVEMBER 9, 2024

Last Updated on November 10, 2024 by Editorial Team Author(s): Rupali Patil Originally published on Towards AI. Building Conversational AI systems is hard!!! The very popular RAG (Retrieval-Augmented Generation) has revolutionized conversational AI by seamlessly integrating external knowledge with LLM’s internal knowledge.

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AI AI Natural Language Processing Database 111

AWS Machine Learning Blog

JANUARY 15, 2025

This post introduces HCLTechs AutoWise Companion, a transformative generative AI solution designed to enhance customers vehicle purchasing journey. Powered by generative AI services on AWS and large language models (LLMs) multi-modal capabilities, HCLTechs AutoWise Companion provides a seamless and impactful experience.

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AWS SQL AI AI 104

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 Engineering Data Engineering Data Engineer 210

Iguazio

JUNE 22, 2025

This new exploitation vector requires data engineers and security teams to incorporate various security guardrails when building their gen AI architecture. In this blog post, we discuss the risk of data leakage through AI chatbots. Unmonitored Activity : Bots can make database calls, generate reports, or even write emails.

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AI AI Database Data Engineering 72

Flipboard

JUNE 23, 2025

Book here Ankush Das I am a tech aficionado and a computer science graduate with a keen interest in AI, Coding, Open Source, and Cloud. 📣 Want to advertise in AIM? Have a tip?

Data Engineering 73

Data Engineering Data Engineer Data Engineering Data Engineering 73

O'Reilly Media

JUNE 18, 2025

It feels like every other AI announcement lately mentions “agents.” And already, the AI community has 2025 pegged as “the year of AI agents,” sometimes without much more detail than “They’ll be amazing!” This component functions as a standardized digital business card for an AI agent, typically provided as a metadata file.

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AI AI Database Python 80

AWS Machine Learning Blog

JULY 11, 2025

Managing access control in enterprise machine learning (ML) environments presents significant challenges, particularly when multiple teams share Amazon SageMaker AI resources within a single Amazon Web Services (AWS) account.

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ML ML AWS Clustering 61

Pickl AI

JULY 22, 2025

Harnessing the power of deep learning , these advanced AI systems can read, interpret, and generate human-like language at remarkable scale. Fine-tuned LLMs offer domain-specific insights and hyper-personalized AI solutions. What Is a Large Language Model (LLM) in AI? Update databases, and Synthesize information across systems.

Data Science 52

Data Science Data Analysis Data Analysis Deep Learning 52

Flipboard

JULY 3, 2025

Although rapid generative AI advancements are revolutionizing organizational natural language processing tasks, developers and data scientists face significant challenges customizing these large models. To address these challenges, AWS has expanded Amazon SageMaker with a comprehensive set of data, analytics, and generative AI capabilities.

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ML ML AWS Data Engineering 116

DrivenData Labs

JUNE 19, 2025

in BME focused on AI applications in healthcare. Currently, I am the AI Manager at IGC Pharma , where I am working on creating an AI model for predicting cognitive decline in at risk individuals. I work prototyping and developing AI models that can provide insights into AD and the general aging process related to cognition.

Data Science 130

Data Science Database Artificial Intelligence Artificial Intelligence 130

ODSC - Open Data Science

JULY 22, 2025

The buzz around AI agents has intensified in recent years, but for many practitioners and businesses, the concept still feels abstract, wrapped in layers of marketing and technical jargon. What does it mean to give an AI agent “agency”? AI agents, by contrast, operate with autonomy. That’s agency in action.

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AI AI Database Machine Learning 52

AWS Machine Learning Blog

MAY 15, 2025

In 2024, Vxceed launched a strategy to integrate generative AI into its solutions, aiming to enhance customer experiences and boost operational efficiency. This solution enables efficient document searching, simplifies trip booking, and enhances operational decisions while maintaining data security and protection.

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Pickl AI

APRIL 11, 2025

Summary: This tutorial guides you through using SQL’s auto increment feature to automatically generate unique identifiers for database records. It covers syntax, examples, and benefits across various SQL databases like MySQL and SQL Server. Imagine a library catalog where each book needs a unique ID for tracking.

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SQL Database Database Administration 52

ODSC - Open Data Science

JULY 15, 2025

Natural language is emerging as the cornerstone of modern AI agent development, transforming how we conceptualize, build, and deploy intelligent systems. Since large language models inherently process and generate natural language, it becomes the native “programming language” for AI agents, allowing for intuitive and flexible interactions.

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AI AI Computer Science Computer Science 52

ODSC - Open Data Science

MAY 5, 2025

Instead of writing code line-by-line, developers describe what they want to build using conversational prompts, and AI handles the technical implementation. The term was notably coined by AI researcher Andrej Karpathy, recognizing that large language models were becoming capable of understanding coding intent from conversational prompts.

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Database AI AI Data Science 83

AWS Machine Learning Blog

JUNE 26, 2025

Generative AI is revolutionizing industries by streamlining operations and enabling innovation. While textual chat interactions with GenAI remain popular, real-world applications often depend on structured data for APIs, databases, data-driven workloads, and rich user interfaces. Create a JSON schema for structured outputs.

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AWS Python AI AI 81

Flipboard

JUNE 11, 2025

Past Issues Webinars & Podcasts Upcoming Events Video Archive Podcasts Me, Myself, and AI Subscribe Now Save 22% on Unlimited Access. The exploration looks specifically at how AI is affecting the development and execution of strategy in organizations.

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Artificial Intelligence Artificial Intelligence AI AI 118

Pickl AI

APRIL 4, 2025

It covers database creation, querying data using SELECT and WHERE, joins, data manipulation with INSERT and UPDATE, and advanced operations like transactions and constraints. Perfect for developers and analysts to streamline database tasks efficiently. database_name : Replace this with the desired name for your database (e.g.,

SQL 52

SQL Database Data Scientist 52

AWS Machine Learning Blog

FEBRUARY 13, 2025

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case. Caching is performed on Amazon CloudFront for certain topics to ease the database load.

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AWS K-nearest Neighbors Clustering Algorithm 113

Flipboard

APRIL 23, 2025

Retrieval Augmented Generation (RAG) applications have become increasingly popular due to their ability to enhance generative AI tasks with contextually relevant information. See the OWASP Top 10 for Large Language Model Applications to learn more about the unique security risks associated with generative AI applications.

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Adrian Bridgwater for Forbes

JULY 3, 2025

So it is with graph databases i.e How graph databases help us express relationships with connected & related entities & values. they’re more complicated, in a good way, because they offer us a chance to trace relationships between multiple points and create a more enriched data entity, product or service at the end of the day.

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Database SQL Big Data Big Data 241

AWS Machine Learning Blog

FEBRUARY 25, 2025

AI now plays a pivotal role in the development and evolution of the automotive sector, in which Applus+ IDIADA operates. In this post, we showcase the research process undertaken to develop a classifier for human interactions in this AI-based environment using Amazon Bedrock.

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Algorithm Machine Learning Machine Learning K-nearest Neighbors 81

Snorkel AI

JUNE 4, 2025

A leading pharmaceutical company has committed to double its revenue by 2030 and aims to fuel that growth, in part, with AI-powered data insights. Seeking to build an AI system that could extract, analyze, and present insights from vast, complex datasets, the company partnered with Snorkel AI , Amazon Web Services (AWS), and Anthropic.

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Flipboard

JUNE 9, 2025

by Ankush Das It is no surprise that developers are using AI models to write their code. Kenton Varda , principal engineer for Cloudflare Workers, revealed that an open-source OAuth library published under the Cloudflare Workers project was largely authored using Claude, Anthropic’s AI model. I was an AI sceptic. Have a tip?

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AWS Data Engineering Data Engineer Data Engineering 73

Pickl AI

NOVEMBER 4, 2024

From structured online courses to insightful books and tutorials and engaging YouTube channels and podcasts, a wealth of content guides you on your journey. Books and Tutorials Books and tutorials are valuable resources for in-depth, self-paced learning.

Data Science 52

Data Science Python Machine Learning Machine Learning 52

ODSC - Open Data Science

APRIL 24, 2025

While the last few years have brought generative AI tools like ChatGPT and Claude into the mainstream, the next leap forward is already taking shape: AI agents. To grasp what AI agents are, its helpful to consider what they are not. AI agents represent a significant evolution. What Is an AIAgent?

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AI AI Artificial Intelligence Artificial Intelligence 52

Hacker News

JUNE 30, 2025

Hacker News new | past | comments | ask | show | jobs | submit login Ask HN: What's the 2025 stack for a self-hosted photo library with local AI? I've already prompted AI tools for a high-level project plan, and they provided a solid blueprint (eg, Ollama with LLaVA, a vector DB like ChromaDB, you know it).

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AI AI Clustering AWS 79