Analytics Vidhya

MAY 26, 2023

In this blog post, we will take you on a journey through the architecture and implementation […] The post Building an End-to-End Data Pipeline on AWS: Embedded-Based Search Engine appeared first on Analytics Vidhya. With AWS, you can unleash the full potential of your data.

Data-driven 319

Data-driven Analytics 319

CIO Business Intelligence

OCTOBER 24, 2024

2025 will be about the pursuit of near-term, bottom-line gains while competing for declining consumer loyalty and digital-first business buyers,” Sharyn Leaver, Forrester chief research officer, wrote in a blog post Tuesday. 75% of firms that build aspirational agentic AI architectures on their own will fail.

ROI 127

ROI Data-driven Enterprise Experimentation 127

AWS Big Data

OCTOBER 30, 2024

Refer to the detailed blog post on how you can use this to connect through various other tools. The following diagram shows the high-level architecture of the Tableau integration. Check out the video below and the detailed blog post to learn how to connect Amazon DataZone to external analytics tools via JDBC.

Analytics 118

Analytics Visualization Data Governance Data-driven 118

DataKitchen

DECEMBER 13, 2021

Without further ado, here are DataKitchen’s top ten blog posts, top five white papers, and top five webinars from 2021. Top 10 Blog Posts. DataOps Data Architecture. We hope you and your family have happy holidays and we look forward to continuing your DataOps journey with you in the new year. The DataOps Vendor Landscape, 2021.

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Data Architecture Data Governance Testing Modeling 246

AWS Big Data

OCTOBER 21, 2024

The following diagram illustrates the solution architecture using AWS services. The following diagram illustrates this architecture. The initial step in the architecture involves a pipeline where SAP data is ingested into Amazon S3 and curated using AWS Glue job. The following diagram illustrates this architecture.

Sales 115

Sales Data-driven Data Processing Key Performance Indicator 115

AWS Big Data

OCTOBER 23, 2024

This blog post is co-written with Pinar Yasar from Getir. In this post, we explain how ultrafast delivery pioneer, Getir , unleashed the power of data democratization on a large scale through their data mesh architecture using Amazon Redshift. Next, we’ll provide a broader overview of modern data trends reinforced by Getir’s vision.

Data Warehouse 110

Data Warehouse Cost-Benefit Data Lake Data-driven 110

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. The past decades of enterprise data platform architectures can be summarized in 69 words. Centralized enterprise data architectures are not built to support Agile development.

Data Architecture 246

Data Architecture Data Lake Cost-Benefit Data Warehouse 246

AWS Big Data

JANUARY 8, 2024

This is the first post to a blog series that offers common architectural patterns in building real-time data streaming infrastructures using Kinesis Data Streams for a wide range of use cases. In this post, we will review the common architectural patterns of two use cases: Time Series Data Analysis and Event Driven Microservices.

Analytics 134

Analytics IoT Data-driven Snapshot 134

AWS Big Data

NOVEMBER 27, 2024

Together with price-performance, Amazon Redshift offers capabilities such as serverless architecture, machine learning integration within your data warehouse and secure data sharing across the organization. The following diagram illustrates the solution architecture at a high-level.

Data Warehouse 109

Data Warehouse Analytics Testing Modeling 109

CIO Business Intelligence

SEPTEMBER 14, 2023

With this in mind, we embarked on a digital transformation that enables us to better meet customer needs now and in the future by adopting a lightweight, microservices architecture. We found that being architecturally led elevates the customer and their needs so we can design the right solution for the right problem.

Digital Transformation 106

Digital Transformation Risk Management Enterprise Technology 106

Cloudera

MAY 28, 2024

It’s not enough for businesses to implement and maintain a data architecture. Modern Data Architectures are Ready for the Future There is an important distinction between data architecture and modern data architecture. This ensures that the right, trusted data is able to be used to feed AI and analytics effectively.

Data Architecture 88

Data Architecture Data Lake Data Warehouse Cost-Benefit 88

AWS Big Data

DECEMBER 17, 2024

These improvements enhanced price-performance, enabled data lakehouse architectures by blurring the boundaries between data lakes and data warehouses, simplified ingestion and accelerated near real-time analytics, and incorporated generative AI capabilities to build natural language-based applications and boost user productivity.

Data Lake 97

Data Lake Data Warehouse Data-driven Optimization 97

DataKitchen

SEPTEMBER 17, 2021

Below is our final post (5 of 5) on combining data mesh with DataOps to foster innovation while addressing the challenges of a data mesh decentralized architecture. While data mesh concerns itself with architecture and team alignment, DataOps automates workflows that simplify data mesh development and operations. Take a broader view.

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Testing Data Architecture Measurement Visualization 237

AWS Big Data

SEPTEMBER 28, 2023

Based on immutable facts (events), event-driven architectures (EDAs) allow businesses to gain deeper insights into their customers’ behavior, unlocking more accurate and faster decision-making processes that lead to better customer experiences.

Data-driven 140

Data-driven Metrics Publishing Management 140

Analytics Vidhya

APRIL 25, 2024

This blog post explores GhostFaceNets through captivating visuals and insightful illustrations, aiming to educate, motivate, and spark creativity. The journey is not just a blog post, but a unique exploration of […] The post GhostFaceNets: Efficient Face Recognition on Edge Devices appeared first on Analytics Vidhya.

Visualization 319

Visualization Modeling Technology Analytics 319

Cloudera

MARCH 28, 2024

As organizations continue to navigate this AI-driven world, we set out to understand the strategies and emerging data architectures that are defining the future. Check out the full survey report for additional insights into the future of AI and data architecture.

Data Architecture 94

Data Architecture Strategy Data Lake Data-driven 94

AWS Big Data

DECEMBER 4, 2024

Choose the Amazon S3 source node and enter the following values: S3 URI : s3://aws-blogs-artifacts-public/artifacts/BDB-4798/data/venue.csv Format : CSV Delimiter : , Multiline : Enabled Header : Disabled Leave the rest as default. To learn more, refer to our documentation and the AWS News Blog. Locate the icon at the canvas.

Visualization 117

Visualization Sales Data-driven Analytics 117

AWS Big Data

SEPTEMBER 11, 2024

This blog post is co-written with Hardeep Randhawa and Abhay Kumar from HPE. 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 110

Data Architecture Optimization Data Warehouse Metadata 110

AWS Big Data

OCTOBER 29, 2024

The architecture is shown in the following figure. The BMW CDH follows a decentralized, multi-account architecture to foster agility, scalability, and accountability. To dive deeper into how to replicate BMWs data success story, check out the AWS blog post on building a data mesh with Amazon Lake Formation and AWS Glue.

Data Lake 107

Data Lake Sales Metadata Machine Learning 107

Data Virtualization

APRIL 30, 2025

Modern data architectures like data lakehouses and cloud-native ecosystems were supposed to solve this, promising centralized access and scalability. The post Why Every Organization Needs a Data Marketplace appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Architecture 59

Data Architecture Data Integration Management IT 59

Analytics Vidhya

SEPTEMBER 21, 2023

In this blog, we’ll explore how vision transformers in agriculture revolutionize […] The post Vision Transformers in Agriculture | Harvesting Innovation appeared first on Analytics Vidhya. As technology advances, we find new and innovative ways to enhance agricultural practices.

Technology 318

Technology Analytics Modeling 318

DataKitchen

AUGUST 9, 2021

Below is our third post (3 of 5) on combining data mesh with DataOps to foster greater innovation while addressing the challenges of a decentralized architecture. Implementing a data mesh does not require you to throw away your existing architecture and start over.

Testing 246

Testing Data Lake Metadata Publishing 246

DataKitchen

AUGUST 5, 2021

In this post (2 of 5), we will review some of the ideas behind data mesh, take a functional look at data mesh and discuss some of the challenges of decentralized enterprise architectures like data mesh. Large, centralized enterprise architectures discourage agility. Data Mesh Architecture Example.

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Enterprise Management Data Processing Analytics 246

DataKitchen

NOVEMBER 29, 2021

2022 will bring further momentum behind modular enterprise architectures like data mesh. The data mesh addresses the problems characteristic of large, complex, monolithic data architectures by dividing the system into discrete domains managed by smaller, cross-functional teams. Hub-Spoke Enterprise Architectures.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

Cloudera

AUGUST 1, 2024

The survey, ‘ The State of Enterprise AI and Modern Data Architecture ’ uncovered the challenges and barriers that exist with AI adoption, current enterprise AI deployment plans, and the state of data infrastructures and data management. While every business has adopted some form of data architecture, the types they use vary widely.

Data Architecture 82

Data Architecture Enterprise Cost-Benefit Deep Learning 82

Cloudera

DECEMBER 4, 2024

High-level architecture The diagram above shows a high-level architecture of Cloudera AI Inference service in context: KServe and Knative handle model and application orchestration, respectively. We will dive deeper into the architecture in our next post, so please stay tuned. We also outlined many of its capabilities.

Metrics 73

Metrics Data Processing Machine Learning Deep Learning 73

DataKitchen

AUGUST 19, 2021

Below is our fourth post (4 of 5) on combining data mesh with DataOps to foster innovation while addressing the challenges of a decentralized architecture. Figure 3: Example DataOps architecture based on the DataKitchen Platform. Figure 3 shows an example processing architecture with data flowing in from internal and external sources.

Data Warehouse 246

Data Warehouse Data Lake Manufacturing Testing 246

Cloudera

DECEMBER 17, 2024

Traditional data architectures struggle to handle these workloads, and without a robust, scalable hybrid data platform, the risk of falling behind is real. As more data is processed, carriers increasingly need to adopt hybrid cloud architectures to balance different workload demands.

Enterprise 62

Enterprise Data Architecture Data-driven Optimization 62

DataKitchen

DECEMBER 30, 2020

Full disclosure: some images have been edited to remove ads or to shorten the scrolling in this blog post. Congrats on making it to the end of this blog post! We’ve aggregated the list of awards and honors below in the order in which they were received and congratulate all our fellow winners.

Testing 241

Testing Big Data Statistics Manufacturing 241

AWS Big Data

OCTOBER 30, 2024

A COPY command is the most efficient way to load a table from S3 because it uses the Amazon Redshift’s massively parallel processing (MPP) architecture to read and load data in parallel. He specializes in migrating enterprise data warehouses to AWS Modern Data Architecture. Do not overwrite existing files.

Data Warehouse 108

Data Warehouse Sales Data Lake Recreation/Entertainment 108

Cloudera

DECEMBER 6, 2024

Hosted weekly by Paul Muller, The AI Forecast speaks to experts in the space to understand the ins and outs of AI in the enterprise, the kinds of data architectures and infrastructures that support it, the guardrails that should be put in place, and the success stories to emulateor cautionary tales to learn from.

Manufacturing 82

Manufacturing Forecasting Metadata Data Processing 82

Cloudera

JANUARY 7, 2025

Leveraging Clouderas hybrid architecture, the organization optimized operational efficiency for diverse workloads, providing secure and compliant operations across jurisdictions while improving response times for public health initiatives. This transition streamlined data analytics workflows to accommodate significant growth in data volumes.

Cost-Benefit 82

Cost-Benefit Optimization Data-driven Strategy 82

Cloudera

OCTOBER 23, 2024

In August, we wrote about how in a future where distributed data architectures are inevitable, unifying and managing operational and business metadata is critical to successfully maximizing the value of data, analytics, and AI. It is a critical feature for delivering unified access to data in distributed, multi-engine architectures.

Metadata 84

Metadata Data Lake Dashboards Interactive 84

DataKitchen

AUGUST 27, 2021

Figure 4: DataOps architecture based on the DataKitchen Platform. The architecture takes purpose-built data warehouses /marts and other forms of aggregation and star views tailored to analyst requirements. Visit our blog, Accelerating Drug Discovery and Development with DataOps. Is the quantity of data correct?

Analytics 246

Analytics Sales Testing Cost-Benefit 246

AWS Big Data

DECEMBER 4, 2024

While traditional extract, transform, and load (ETL) processes have long been a staple of data integration due to its flexibility, for common use cases such as replication and ingestion, they often prove time-consuming, complex, and less adaptable to the fast-changing demands of modern data architectures. Open the AWS Glue console.

Data Integration 114

Data Integration Data Lake Statistics Data-driven 114

Cloudera

NOVEMBER 13, 2024

It will increase the discovery of the data products and ensure the usability and consistent delivery of these data products, providing essential elements of a data mesh architecture for self-service decentralized access to data.

Metadata 90

Metadata Management Data Governance Data-driven 90

Cloudera

DECEMBER 4, 2024

Ready Flows for RAG Architectures: Jumpstart your Retrieval Augmented Generation (RAG) projects with pre-built data flows that accelerate the development of GenAI applications that leverage external knowledge sources. Delivers Enhanced Efficiency and Adaptability appeared first on Cloudera Blog.

Metrics 93

Metrics Data Integration Management Modeling 93