AWS Big Data

OCTOBER 30, 2024

With this integration, you can now seamlessly query your governed data lake assets in Amazon DataZone using popular business intelligence (BI) and analytics tools, including partner solutions like Tableau. The following diagram shows the high-level architecture of the Tableau integration. Get started with our technical documentation.

Analytics 118

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AWS Big Data

DECEMBER 20, 2024

Amazon Q data integration , introduced in January 2024, allows you to use natural language to author extract, transform, load (ETL) jobs and operations in AWS Glue specific data abstraction DynamicFrame. In this post, we discuss how Amazon Q data integration transforms ETL workflow development.

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AWS Big Data

DECEMBER 4, 2024

With the growing emphasis on data, organizations are constantly seeking more efficient and agile ways to integrate their data, especially from a wide variety of applications. By directly integrating with Lakehouse, all the data is automatically cataloged and can be secured through fine-grained permissions in Lake Formation.

Data Integration 114

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Analytics Vidhya

JULY 29, 2024

Integrating Real-Time Data in Open-Source Models appeared first on Analytics Vidhya. The release of the Llama architecture has led the world to believe that there is hope in the open-source models to reach the performance of the current state-of-the-art models.

Modeling 299

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CIO Business Intelligence

FEBRUARY 26, 2025

So its not surprising that 70% of developers say that theyre having problems integrating AI agents with their existing systems. The problem is that, before AI agents can be integrated into a companys infrastructure, that infrastructure must be brought up to modern standards. Infrastructure modernization In December, Tray.ai

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AWS Big Data

OCTOBER 30, 2024

This integration empowers data users to access and analyze governed data within Amazon DataZone using familiar tools, boosting both productivity and flexibility. Amazon DataZone natively integrates with Amazon-specific options like Amazon Athena , Amazon Redshift , and Amazon SageMaker , allowing users to analyze their project governed data.

Visualization 118

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AWS Big Data

NOVEMBER 27, 2024

Zero-ETL integration with Amazon Redshift reduces the need for custom pipelines, preserves resources for your transactional systems, and gives you access to powerful analytics. In this post, we explore how to use Aurora MySQL-Compatible Edition Zero-ETL integration with Amazon Redshift and dbt Cloud to enable near real-time analytics.

Data Warehouse 110

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Analytics Vidhya

OCTOBER 29, 2024

In today’s AI landscape, the ability to integrate external knowledge into models, beyond the data they were initially trained on, has become a game-changer. Various tools have emerged to simplify both the integration […] The post 8 Popular Tools for RAG Applications appeared first on Analytics Vidhya.

Data-driven 277

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Analytics Vidhya

DECEMBER 11, 2024

Designed with simplicity and versatility, it integrates seamlessly with Python’s data ecosystem while offering visually […] The post KitikiPlot: Your New Go-To for Time-Series Data Visualization appeared first on Analytics Vidhya.

Visualization 268

Visualization Forecasting Analytics IT 268

Analytics Vidhya

NOVEMBER 26, 2024

By significantly reducing integration overhead, AISuite enhances flexibility and accelerates application […] The post I Tried AISuite by AndrewNg, and It is GREAT! This innovative tool simplifies the complexities of working with diverse LLMs by allowing seamless switching between models with a simple “provider:model” string.

IT 208

IT Modeling Analytics 208

Analytics Vidhya

NOVEMBER 19, 2024

As AI agents gain popularity, various frameworks have emerged to simplify their development and integration. AI agents are intelligent programs that perform tasks autonomously, transforming various industries. Atomic Agents is one of the newer entries in this space, designed to be lightweight, modular, and easy to use.

Analytics 208

Analytics 208

Analytics Vidhya

OCTOBER 18, 2024

According to a survey by seoClarity, 86% of companies have already integrated AI into their SEO strategy, and 83% of them have […] The post 12 Ways to Use Generative AI for SEO appeared first on Analytics Vidhya. GenAI-driven tools are helping businesses improve search rankings and drive organic traffic more efficiently than ever.

Optimization 208

Optimization Strategy Marketing Analytics 208

Analytics Vidhya

NOVEMBER 11, 2024

Flax’s seamless integration with JAX enables automatic differentiation, Just-In-Time (JIT) compilation, and support for hardware accelerators, making it ideal for both experimental research and production.

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Experimentation Machine Learning Modeling Analytics 222

O'Reilly on Data

JANUARY 21, 2025

AI systems promise seamless conversations, intelligent agents, and effortless integration. These are systems that engage in conversations and integrate with APIs but dont create stand-alone content like emails, presentations, or documents. At first glance, its mesmerizinga paradise of potential.

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Analytics Vidhya

OCTOBER 23, 2024

The LangGraph ReAct Function-Calling Pattern offers a powerful framework for integrating various tools like search engines, calculators, and APIs with an intelligent language model to create a more interactive and responsive system.

Interactive 208

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CIO Business Intelligence

MAY 22, 2025

Developing a robust technical architecture for digital twins necessitates a comprehensive understanding of several foundational components and integration of advanced technologies. Data integration. Data collection and integration The cornerstone of digital twin architecture is data. Digital model. Analytics and simulation.

Enterprise 116

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Analytics Vidhya

MARCH 12, 2025

In this article, we will explore the evolution of Iceberg, its key features like ACID transactions, partition evolution, and time travel, and how it integrates with modern data lakes. Well also dive into […] The post How to Use Apache Iceberg Tables? appeared first on Analytics Vidhya.

Data Lake 211

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Analytics Vidhya

DECEMBER 22, 2024

With the integration of Large Language Models (LLMs) like ChatGroq, web scraping becomes even more powerful, offering enhanced flexibility and precision. Web scraping has long been a vital technique for extracting information from the internet, enabling developers to gather insights from various domains.

Modeling 205

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Analytics Vidhya

NOVEMBER 21, 2024

With its ability to dynamically generate knowledge graphs and seamlessly integrate them into production environments, […] The post Why Should You Choose Fast GraphRAG Over Vector Databases? Built with a focus on speed, cost efficiency, and adaptability, this library empowers users to overcome the limitations of traditional RAG setups.

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Analytics Vidhya

NOVEMBER 19, 2024

trillion to the global economy by 2030, and the gaming industry is an integral part of this growth. Rapid progress in artificial intelligence has transformed creative sectors such as content creation, image generation, and music generation. AI is projected to contribute over $15.7

Marketing 208

Marketing Reporting Analytics Technology 208

Analytics Vidhya

JANUARY 6, 2025

It combines document processing and web search integration to simplify information retrieval and analysis. The King RAGent is a powerful, open-source research assistant built on LangChain’s Retrieval-Augmented Generation (RAG) patterns.

Analytics 208

Analytics IT 208

Analytics Vidhya

APRIL 4, 2024

Replit, an AI-driven software creation platform, has enhanced its Integrated Development Environment (IDE) through AI integration. At the Developer Day event held on April 2nd, Replit launched an innovative AI code repair tool and a collaborative platform named Replit Teams on its IDE.

Software 327

Software Analytics IT 327

AWS Big Data

OCTOBER 23, 2024

Today, we are excited to announce an enhancement to the Amazon MWAA integration with the Airflow REST API. This improvement streamlines the ability to access and manage your Airflow environments and their integration with external systems, and allows you to interact with your workflows programmatically.

Interactive 114

Interactive Testing Data-driven Data Lake 114

Analytics Vidhya

DECEMBER 29, 2023

Developed in collaboration with Columbia University, Ferret integrates language understanding with image analysis, promising groundbreaking applications in various fields. Apple has quietly introduced Ferret, its first open-source multimodal large language model (LLM), marking a significant departure from its traditional secretive approach.

IT 358

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Analytics Vidhya

APRIL 19, 2024

With seamless integration and enhanced features, Meta AI aims to redefine user experiences. Meta introduces Meta AI, powered by the cutting-edge Llama 3, revolutionizing assistance across its platforms. Let’s explore the features and applications of Meta’s AI assistant.

Modeling 353

Modeling Analytics IT 353

CIO Business Intelligence

MAY 22, 2025

The new protocols will enable IT teams to seamlessly connect diverse AI agents and to reduce the cost and complexity of AI integrations, adds Gary Lerhaupt, vice president of product architecture at Salesforce. MCP also has a growing number of pre-built integrations that an LLM can plug into. It connects everything together.

Experimentation 131

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Analytics Vidhya

JANUARY 30, 2025

The integration of more […] The post How to Build RAG System Using DeepSeek R1? appeared first on Analytics Vidhya.

Modeling 210

Modeling Analytics IT 210

Analytics Vidhya

NOVEMBER 3, 2024

The integration of Meta AI into WhatsApp is transforming our mobile experience. Meta has launched its virtual assistant across its various platforms: Facebook, Instagram, WhatsApp, and Messenger. This advanced chatbot uses the company’s most powerful language model, which is currently Llama 3.2,

Interactive 208

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Analytics Vidhya

FEBRUARY 1, 2025

A Retrieval-Augmented Generation (RAG) system, when integrated with Agentic AI, tackles this challenge by not only retrieving relevant information but also processing and delivering context-aware insights […] The post Building a RAG System for Smart Decision-Making in Organizations appeared first on Analytics Vidhya.

Optimization 180

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Analytics Vidhya

JUNE 13, 2024

However, working with LLMs can be challenging, requiring developers to navigate complex prompting, data integration, and memory management tasks. Introduction Large language models (LLMs) have revolutionized natural language processing (NLP), enabling various applications, from conversational assistants to content generation and analysis.

Data Integration 381

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