KDnuggets

AUGUST 14, 2023

For LLM apps, vector indexes can simplify architecture over full vector databases by attaching vectors to existing storage. Choosing indexes vs databases depends on specialized needs, existing infrastructure, and broader enterprise requirements. Vector databases enable fast similarity search and scale across data points.

Database 218

Database Python Natural Language Processing 218

Analytics Vidhya

AUGUST 6, 2022

Introduction QlikView is a popular enterprise discovery platform that enables all users in an organization to perform self-service BI. The post QlikView for Data Engineers Explained with Architecture appeared first on Analytics Vidhya. It Supports various data sources, including […].

Data Engineering 338

Data Engineering Data Engineer Data Engineering Data Engineering 338

Data Science Dojo

FEBRUARY 15, 2024

From an enterprise standpoint, understanding the differences between open-source and closed-source language models is crucial. As open-source software, these language models have their source code and underlying architecture publicly accessible, allowing developers, researchers, and enterprises to use, modify, and distribute them freely.

AI 284

AI AI Machine Learning Machine Learning 284

Analytics Vidhya

JULY 22, 2022

This article was published as a part of the Data Science Blogathon Introduction Google’s BigQuery is an enterprise-grade cloud-native data warehouse. The post Google BigQuery Architecture for Data Engineers appeared first on Analytics Vidhya.

Data Engineering 282

Data Engineering Data Engineer Data Engineering Data Engineering 282

Analytics Vidhya

SEPTEMBER 18, 2022

Relational databases, enterprise data warehouses, and NoSQL systems are all examples of data storage. The post Apache Sqoop: Features, Architecture and Operations appeared first on Analytics Vidhya. It is a data migration tool […].

Data Warehouse 256

Data Warehouse Data Science Database Analytics 256

KDnuggets

FEBRUARY 17, 2022

Data Mesh in Action by Jacek Majchrzak, Sven Balnojan, and Marian Siwiak reveals how this new groundbreaking decentralized architecture looks for both small startups and large enterprises.

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222

Analytics Vidhya

SEPTEMBER 20, 2022

Introduction Enterprises have been building data platforms for the last few decades, and data architectures have been evolving. Let’s first look at how things have changed and how […].

Analytics 242

Analytics Analytics Data Lakes Data Engineering 242

IBM Journey to AI blog

MARCH 4, 2024

This requires a holistic enterprise transformation. We refer to this transformation as becoming an AI+ enterprise. Figure 1: Transforming into an AI+ enterprise is at the core of what our team at IBM does An AI+ enterprise integrates AI as a first-class function across the business. times higher ROI. times higher ROI.

AI 109

AI AI Artificial Intelligence Artificial Intelligence 109

Flipboard

MAY 12, 2023

Understand how data works at large companiesContinue reading on Towards Data Science »

Data Warehouse 119

Data Warehouse Data Science Big Data Big Data 119

Dataconomy

MARCH 11, 2022

Enterprise Risk Management (ERM) refers to businesses’ techniques and procedures to manage hazards and seize opportunities to achieve their goals. ERM is an architecture for risk management that comprises five main elements: Continuity of operations, prevention and detection, response, mitigation, and recovery.

Big Data 209

Big Data Big Data 209

Adrian Bridgwater for Forbes

NOVEMBER 17, 2022

This is the ‘shape’ of an industry i.e. a descriptive digital map and reference architecture that - if shown to a data scientist in a blind test - would likely enable them to distinguish between (let’s say) a healthcare business from a petrochemicals enterprise.

Data Scientist 130

Data Scientist 130

IBM Journey to AI blog

MARCH 14, 2024

According to a study conducted by HFS Research in partnership with IBM Consulting®, only 25% of surveyed enterprises have reported solid ROI on business outcomes from their cloud transformation efforts. This framework facilitates the translation of business priorities into key architectural decisions.

AI 77

AI AI Artificial Intelligence Artificial Intelligence 77

Dataconomy

AUGUST 20, 2020

Data-driven organisations have fared best; those with an enterprise data architecture that allows them to understand change and adapt to the volatility of current markets and supply changes are. With the business world in a constant state of flux, flexibility is more important than ever for organisations of every stripe.

Data Science 254

Data Science Artificial Intelligence Artificial Intelligence 254

Dataversity

JANUARY 12, 2023

Open-source technologies will become even more prominent within enterprises’ data architecture over the coming year, driven by the stark budgetary advantages combined with some of the newest enterprise-friendly capabilities added to several solutions.

Apache Kafka 96

Apache Kafka Database 96

IBM Journey to AI blog

APRIL 22, 2024

Deployable architecture (DA) refers to a specific design pattern or approach that allows an application or system to be easily deployed and managed across various environments. Customisable : Deployable architecture is designed to be customisable and can be configured according to the need.

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Flipboard

AUGUST 9, 2023

Got It AI, a conversational AI firm helping enterprises, has unveiled Agent Copilot, an AI assitant for customer service and sales operations. By harnessing the power of generative AI with guard-railed architecture, Agent Copilot empowers agents to quickly and accurately access information from …

AI 101

AI AI Computer Science Computer Science 101

Flipboard

APRIL 17, 2023

Enterprises often rely on data warehouses and data lakes to handle big data for various purposes, from business intelligence to data science. But these architectures have limitations and tradeoffs that make them less than ideal for modern teams. A new approach, called a data lakehouse, aims to …

Data Lakes 117

Data Lakes Data Warehouse Big Data Big Data 117

Flipboard

APRIL 10, 2023

Most organizations are now well into re-platforming their enterprise data stacks to cloud-first architectures. The shift in data gravity to centralized cloud data platforms brings enormous potential. However, many organizations are still struggling to deliver value and demonstrate true business …

Cloud Data 106

Cloud Data Big Data Big Data Analytics 106

Dataversity

OCTOBER 23, 2023

As the world becomes ever more data-driven, enterprises and public sector organizations increasingly realize the limitations of relying solely on structured data to gain insights into their business. The next data cycle demands a shift in data architectures that also encompasses the harnessing of unstructured data.

Machine Learning 59

Machine Learning Machine Learning AI AI 59

R. Scott Raynovich

MAY 18, 2023

The concept behind the Distributed Cloud Firewall is that traditional perimeter firewalls are past their prime, designed for an enterprise networking architecture that.

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Data Science Dojo

SEPTEMBER 26, 2023

Architects are in heaven, seeing their architectural dreams come to life in detailed, lifelike visuals. Read more –> Introducing ChatGPT Enterprise: OpenAI’s enterprise-grade version of ChatGPT MuseNet: A conductor of musical ingenuity Let’s not forget MuseNet, the AI rockstar of the music scene. And educators?

AI 195

AI AI Artificial Intelligence Artificial Intelligence 195

Dataversity

MARCH 25, 2022

Enterprise architecture (EA) can be a confusing term. The post Enterprise Architects Can Be Indispensable in the Boardroom appeared first on DATAVERSITY. You might throw in any number of impressive acronyms and abbreviations: TOGAF, EIM, […].

Analytics 98

Analytics Analytics 98

The Data Administration Newsletter

APRIL 17, 2024

Those of us in the field of enterprise data management are familiar with the many authors contributing their knowledge and expertise to the data management body of knowledge.[1] Data architecture,” “data integration,” and even terms […]

Data Governance 52

Data Governance 52

Dataversity

AUGUST 29, 2023

Chief information security officers (CISOs), along with their staff, typically do not think about enterprise storage. The vast majority say that they think about edge protection, network protection, application protection, and the threat of data theft.

Cloud Computing 59

Cloud Computing 59

IBM Journey to AI blog

MAY 9, 2023

But these powerful technologies also introduce new risks and challenges for enterprises. We at IBM have been developing an approach that addresses core challenges for using foundation models for enterprise. Efficient foundation models focused on enterprise value IBM’s new watsonx.ai

AI 135

AI AI Data Quality Data Lakes 135

IBM Data Science in Practice

APRIL 26, 2024

Photo by Tim van der Kuip on Unsplash In the era of digital transformation, enterprises are increasingly relying on the power of artificial intelligence (AI) to unlock valuable insights from their vast repositories of data. Data fabric is a cohesive architecture designed to simplify data access and management across diverse environments.

SQL 130

SQL Data Quality Data Governance Data Scientist 130

Dataversity

DECEMBER 7, 2021

Robert Seiner and Anthony Algmin faced off – in a virtual sense – at the DATAVERSITY® Enterprise Data World Conference to determine which is more important: Data Governance, Data Leadership, or Data Architecture. The post Data Governance, Data Leadership or Data Architecture: What Matters Most?

Data Governance 95

Data Governance Data Quality Business Intelligence Business Intelligence 95

Dataconomy

MARCH 19, 2024

The next-gen AI supercomputer DGX SuperPOD is unveiled, featuring GB200 Grace Blackwell Superchips and liquid-cooled rack-scale architecture. Over two dozen healthcare microservices are unveiled at GTC , empowering global healthcare enterprises with generative AI advancements.

Azure 113

Azure AWS AI AI 113

Dataconomy

OCTOBER 17, 2023

Want to create a robust data warehouse architecture for your business? In this blog post, we’ll examine what is data warehouse architecture and what exactly constitutes good data warehouse architecture as well as how you can implement one successfully without needing some kind of computer science degree!

Data Warehouse 103

Data Warehouse Big Data Big Data ETL 103

IBM Journey to AI blog

MAY 22, 2023

This post describes how to use a VPC VPN Gateway to connect an on-premises (enterprise) network to the IBM Cloud VPC in a transit hub-and-spoke architecture: VPN Gateway connectivity to a VPC transit hub and spoke. Private enterprise access to VPE-enabled services , like databases, is also possible through the VPN gateway.

Python 81

Python Clustering Database 81

Dataconomy

NOVEMBER 14, 2023

This latest innovation from Nvidia is tailored to power supercomputers that drive generative AI models, showcasing the prowess of the Nvidia Hopper architecture. This architecture represents a significant performance advancement over previous models. What does Nvidia H200 offer? terabytes per second. enhancement in memory bandwidth.

AI 103

AI AI Natural Language Processing Azure 103

IBM Journey to AI blog

DECEMBER 19, 2023

For many enterprises, the journey to cloud reduces technical debt costs and meets CapEx-to-OpEx objectives. Many enterprises struggle to derive real value from their cloud journeys and may continue to overspend. Enterprises are continuously looking for ways that empower product teams to move from concept to deploy faster than ever.

Data Classification 73

Data Classification 73

IBM Journey to AI blog

APRIL 3, 2024

TRIRIGA Application Suite stands out as a compelling choice due to its focus on simplification and flexibility, addressing the evolving needs of modern enterprises. We discuss the architecture and describe how the IBM, Red Hat ® and AWS components come together and provide a solid foundation for running IBM TAS.

AWS 72

AWS Clustering AI AI 72

Dataversity

FEBRUARY 10, 2023

It’s no surprise that, in 2023, business enterprises want to become truly data-driven organizations. For many of these organizations, the path toward becoming more data-driven lies in the power of data lakehouses, which combine elements of data warehouse architecture with data lakes.

Data Lakes 52

Data Lakes Data Warehouse Data Quality Data Governance 52

Dataversity

OCTOBER 28, 2022

However, the advent of agile data warehouse architecture has truly transformed how enterprises build their data architecture and enable business intelligence. The post Developing Agile Data Warehouse Architecture Using Automation appeared first on DATAVERSITY. In essence, agile […].

Data Warehouse 52

Data Warehouse Business Intelligence Business Intelligence 52

Dataversity

MAY 9, 2022

Data fabric is redefining enterprise data management by connecting distributed data sources, offering speedy data access, and strengthening data quality and governance. Many enterprises are already extracting business-relevant intelligence by putting their data to work through an efficient data fabric architecture.

Data Quality 52

Data Quality Data Governance 52

Dataversity

JANUARY 25, 2023

Over the past few years, enterprise data architectures have evolved significantly to accommodate the changing data requirements of modern businesses. Data warehouses were first introduced in the […] The post Are Data Warehouses Still Relevant?

Data Warehouse 52

Data Warehouse Data Lakes Cloud Computing Data Pipeline 52