Analytics Vidhya

JANUARY 24, 2022

This article was published as a part of the Data Science Blogathon. Introduction Modern applications are popularly made using container orchestration systems and microservice architecture. Back […].

Data Science 386

Data Science Publishing Analytics IT 386

Analytics Vidhya

JANUARY 17, 2022

This article was published as a part of the Data Science Blogathon. Container and microservice architecture had used more to create modern apps. Image-1 Introduction Today, In this guide, we will dive in to learn about Kubernetes and use it to deploy and manage containers at scale.

Data Science 353

Data Science Software Publishing Management 353

CIO Business Intelligence

NOVEMBER 26, 2024

Data is the lifeblood of the modern insurance business. Yet, despite the huge role it plays and the massive amount of data that is collected each day, most insurers struggle when it comes to accessing, analyzing, and driving business decisions from that data. There are lots of reasons for this.

Insurance 131

Insurance Data-driven Data Architecture Technology 131

Analytics Vidhya

JUNE 20, 2022

This article was published as a part of the Data Science Blogathon. Introduction The third generation of the internet has now firmly taken hold in the modern retelling of Web history. will usher in a new era of decentralized blockchain-based architectures as we transitioned from decentralized protocols (Web 1.0)

Data Science 317

Data Science Publishing Analytics IoT 317

CIO Business Intelligence

JANUARY 15, 2025

As a consequence, these businesses experience increased operational costs and find it difficult to scale or integrate modern technologies. By leveraging large language models and platforms like Azure Open AI, for example, organisations can transform outdated code into modern, customised frameworks that support advanced features.

Cost-Benefit 124

Cost-Benefit Data-driven Enterprise Risk 124

CIO Business Intelligence

DECEMBER 9, 2024

As organizations globally discover new opportunities created by AI, many are investing significantly in GenAI, including as part of their cloud modernization efforts. In fact, many organizations save up to 30% of the time from strategy to deployment by taking a modern approach to application modernization.

Cost-Benefit 98

Cost-Benefit Optimization Data-driven Marketing 98

AWS Big Data

SEPTEMBER 11, 2024

This post describes how HPE Aruba automated their Supply Chain management pipeline, and re-architected and deployed their data solution by adopting a modern data architecture on AWS. The following diagram illustrates the solution architecture.

Data Architecture 111

Data Architecture Optimization Data Warehouse Metadata 111

CIO Business Intelligence

DECEMBER 5, 2024

In today’s data-driven world, large enterprises are aware of the immense opportunities that data and analytics present. Yet, the true value of these initiatives is in their potential to revolutionize how data is managed and utilized across the enterprise. Take, for example, a recent case with one of our clients.

Enterprise 105

Enterprise Insurance Unstructured Data Business Intelligence 105

O'Reilly on Data

OCTOBER 19, 2021

As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or best practices for developing and deploying data-intensive applications. What does a modern technology stack for streamlined ML processes look like? Why: Data Makes It Different. All ML projects are software projects.

IT 364

IT Testing Experimentation Software 364

AWS Big Data

JANUARY 15, 2025

For container terminal operators, data-driven decision-making and efficient data sharing are vital to optimizing operations and boosting supply chain efficiency. Together, these capabilities enable terminal operators to enhance efficiency and competitiveness in an industry that is increasingly data driven.

IoT 111

IoT Machine Learning Metadata Data-driven 111

CIO Business Intelligence

DECEMBER 3, 2024

Two things play an essential role in a firm’s ability to adapt successfully: its data and its applications. If these don’t have a modern foundation, then the whole transformation project will be doomed to failure. Generally speaking, a healthy application and data architecture is at the heart of successful modernisation.

Cost-Benefit 122

Cost-Benefit Consulting Business Objectives Data Architecture 122

CIO Business Intelligence

DECEMBER 11, 2024

In todays economy, as the saying goes, data is the new gold a valuable asset from a financial standpoint. A similar transformation has occurred with data. More than 20 years ago, data within organizations was like scattered rocks on early Earth.

Management 111

Management Data Governance Data Science Reporting 111

AWS Big Data

APRIL 8, 2025

In modern data architectures, Apache Iceberg has emerged as a popular table format for data lakes, offering key features including ACID transactions and concurrent write support. We will also cover the pattern with automatic compaction through AWS Glue Data Catalog table optimization.

Snapshot 139

Snapshot Management Metadata Big Data 139

CIO Business Intelligence

NOVEMBER 19, 2024

All industries and modern applications are undergoing rapid transformation powered by advances in accelerated computing, deep learning, and artificial intelligence. The next phase of this transformation requires an intelligent data infrastructure that can bring AI closer to enterprise data. Imagine that you’re a data engineer.

Management 116

Management Unstructured Data Deep Learning Metadata 116

AWS Big Data

OCTOBER 21, 2024

Data is the most significant asset of any organization. However, enterprises often encounter challenges with data silos, insufficient access controls, poor governance, and quality issues. Embracing data as a product is the key to address these challenges and foster a data-driven culture.

Sales 116

Sales Data-driven Data Processing Key Performance Indicator 116

CIO Business Intelligence

APRIL 8, 2025

Data is the foundation of innovation, agility and competitive advantage in todays digital economy. As technology and business leaders, your strategic initiatives, from AI-powered decision-making to predictive insights and personalized experiences, are all fueled by data. Data quality is no longer a back-office concern.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

CIO Business Intelligence

JANUARY 7, 2025

In todays fast-paced digital landscape, the cloud has emerged as a cornerstone of modern business infrastructure, offering unparalleled scalability, agility, and cost-efficiency. Technology modernization strategy : Evaluate the overall IT landscape through the lens of enterprise architecture and assess IT applications through a 7R framework.

Optimization 98

Optimization Strategy Cost-Benefit Enterprise 98

DataKitchen

AUGUST 3, 2021

The data mesh design pattern breaks giant, monolithic enterprise data architectures into subsystems or domains, each managed by a dedicated team. DataOps helps the data mesh deliver greater business agility by enabling decentralized domains to work in concert. . But first, let’s define the data mesh design pattern.

Data Architecture 246

Data Architecture Data Lake Cost-Benefit Data Warehouse 246

O'Reilly on Data

FEBRUARY 18, 2020

It’s also the data source for our annual usage study, which examines the most-used topics and the top search terms. [1]. This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. Interestingly, R itself continues to decline.

Data-driven 363

Data-driven Software Statistics Marketing 363

David Menninger's Analyst Perspectives

JANUARY 21, 2025

Despite all the interest in artificial intelligence (AI) and generative AI (GenAI), ISGs Buyers Guide for Data Platforms serves as a reminder of the ongoing importance of product experience functionality to address adaptability, manageability, reliability and usability. This is especially true for mission-critical workloads.

Data Lake 130

Data Lake IoT Cost-Benefit Enterprise 130

AWS Big Data

DECEMBER 23, 2024

Real-time data streaming and event processing are critical components of modern distributed systems architectures. Apache Kafka has emerged as a leading platform for building real-time data pipelines and enabling asynchronous communication between microservices and applications.

Data-driven 98

Data-driven Management Risk Big Data 98

Corinium

MARCH 8, 2021

Organizations aiming to become data-driven need to overcome several challenges, like that of dealing with distributed data or hybrid operating environments. What are the key trends in companies striving to become data-driven.

Data-driven 195

Data-driven Enterprise Data Architecture Data Governance 195

CIO Business Intelligence

DECEMBER 30, 2024

Plus, they can be more easily trained on a companys own data, so Upwork is starting to embrace this shift, training its own small language models on more than 20 years of interactions and behaviors on its platform. For the last 15 years or so, its been the de-facto standard for how modern software development works, says Monteiro.

Software 141

Software ROI Modeling Interactive 141

Cloudera

DECEMBER 17, 2024

Because data management is a key variable for overcoming these challenges, carriers are turning to hybrid cloud solutions, which provide the flexibility and scalability needed to adapt to the evolving landscape 5G enables. Cost is also a constant concern, especially as carriers work to scale their infrastructure to support 5G networks.

Enterprise 62

Enterprise Data Architecture Data-driven Optimization 62

AWS Big Data

OCTOBER 23, 2024

The Airflow REST API facilitates a wide range of use cases, from centralizing and automating administrative tasks to building event-driven, data-aware data pipelines. Event-driven architectures – The enhanced API facilitates seamless integration with external events, enabling the triggering of Airflow DAGs based on these events.

Interactive 115

Interactive Testing Data-driven Data Lake 115

CIO Business Intelligence

DECEMBER 10, 2024

As many companies that have already adopted off-the-shelf GenAI models have found, getting these generic LLMs to work for highly specialized workflows requires a great deal of customization and integration of company-specific data. million on inference, grounding, and data integration for just proof-of-concept AI projects.

Modeling 116

Modeling Insurance Unstructured Data Experimentation 116

AWS Big Data

DECEMBER 4, 2024

In today’s rapidly evolving financial landscape, data is the bedrock of innovation, enhancing customer and employee experiences and securing a competitive edge. Like many large financial institutions, ANZ Institutional Division operated with siloed data practices and centralized data management teams.

Metadata 105

Metadata Data Governance Data Quality Data-driven 105

Data Virtualization

APRIL 30, 2025

Reading Time: 3 minutes Data is often hailed as the most valuable assetbut for many organizations, its still locked behind technical barriers and organizational bottlenecks. Modern data architectures like data lakehouses and cloud-native ecosystems were supposed to solve this, promising centralized access and scalability.

Data Architecture 64

Data Architecture Data Integration Management IT 64

CIO Business Intelligence

FEBRUARY 26, 2025

The inventory in your own data center is crucial when answering the question of which technologies can be used in the medium term. To be able to develop future topics such as AI and observability at all, they first need modern architectures and data management platforms.

IT 85

IT Cost-Benefit Optimization Machine Learning 85

AWS Big Data

NOVEMBER 7, 2024

Amazon OpenSearch Service launches a modernized operational analytics experience that can provide comprehensive observability spanning multiple data sources , so that you can gain insights from OpenSearch and other integrated data sources in one place.

Dashboards 111

Dashboards Visualization Data-driven Management 111

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. The DataFrame code generation now extends beyond AWS Glue DynamicFrame to support a broader range of data processing scenarios.

Data Integration 105

Data Integration Visualization Data Processing Big Data 105

CIO Business Intelligence

FEBRUARY 4, 2025

Instead of seeing digital as a new paradigm for our business, we over-indexed on digitizing legacy models and processes and modernizing our existing organization. They were new products, interfaces, and architectures to do the same thing we always did. Data and workflows lived, and still live, disparately within each domain.

Digital Transformation 144

Digital Transformation Sales Optimization Enterprise 144

CIO Business Intelligence

APRIL 10, 2025

To achieve this, however, the software giant must further refine its portfolio, customers contend; from their perspective, the planned Business Suites success rests on having a consistent architecture. Moreover, several points of SAPs strategy still need to be clarified. A corresponding announcement is expected in the coming weeks.

Strategy 73

Strategy Cost-Benefit Data Lake Modeling 73

CIO Business Intelligence

MAY 6, 2025

The successful ones choose zero trust architecture rather than the network-centric, perimeter-based security models that are unequipped to face the threats of the digital era. With a perimeter-based architecture, security, and connectivity revolve around a trusted network that is extended to users, devices, sites, clouds, and applications.

Modeling 71

Modeling Cost-Benefit Risk Technology 71