AWS Big Data

AUGUST 10, 2023

Building a streaming data solution requires thorough testing at the scale it will operate in a production environment. Amazon Kinesis Data Streams and Amazon Kinesis Data Firehose are capable of capturing and storing terabytes of data per hour from numerous sources.

Testing 81

Testing Dashboards Cost-Benefit Data Processing 81

Smart Data Collective

APRIL 22, 2020

Big data has turned the software industry on its head. The relationship between software development and big data is a two-way street. While many software developers are looking to create new applications that use big data, they are also using big data to streamline development.

Data-driven 91

Data-driven Software Big Data Testing 91

CIO Business Intelligence

MARCH 21, 2022

It’s especially poignant when we consider the extent to which financial data can steer business strategy for the better. They tested free shipping as a lever against a 10% discount on each order and found that the former generated twice as much business. billion is lost to low-value, manual data processing and management while $1.7

Data-driven 111

Data-driven IT Finance Forecasting 111

CIO Business Intelligence

MARCH 11, 2024

It will improve project management, help with requirements creation, assist developers with coding, cover the system with auto-tests, report defects, and improve deployment. These include security and data privacy concerns, low-quality data, reputational risks, and immature technology, to name a few.

Software 90

Software Testing Data-driven Risk 90

DataKitchen

JANUARY 18, 2023

Any good plumber can give you some hard-won tips on managing data pipelines effectively, insights that might save your career from going down the drain. Good testing, like exercise and veganism, is the subject of fervent talk and half-hearted action. There are lots of reasons good people test inadequately. Of course not.

Testing 130

Testing Data-driven Risk Strategy 130

datapine

APRIL 15, 2020

Your Chance: Want to test an agile business intelligence solution? It’s necessary to say that these processes are recurrent and require continuous evolution of reports, online data visualization , dashboards, and new functionalities to adapt current processes and develop new ones. Without further ado, let’s begin.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

Rocket-Powered Data Science

FEBRUARY 15, 2023

Third, any commitment to a disruptive technology (including data-intensive and AI implementations) must start with a business strategy. These changes may include requirements drift, data drift, model drift, or concept drift. I suggest that the simplest business strategy starts with answering three basic questions: What?

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

IBM Big Data Hub

NOVEMBER 24, 2023

Application modernization starts with assessment of current legacy applications, data and infrastructure and applying the right modernization strategy (rehost, re-platform, refactor or rebuild) to achieve the desired result. Subsequent phases are build and test and deploy to production.

Cost-Benefit 94

Cost-Benefit Testing Data-driven Enterprise 94

IBM Big Data Hub

MARCH 25, 2022

A database is a crucial engine for a world becoming more data driven. Businesses are more heavily relying on smart insights and emerging patterns to succeed. Advancements in software and hardware had an interplay between the rising appetite for any organization making a data-driven decision.

Data-driven 72

Data-driven Data Warehouse Data Processing Marketing 72

CIO Business Intelligence

DECEMBER 20, 2023

Businesses are rapidly implementing AI-driven tools into their daily workflows to save valuable time. Faster app development: By leveraging Generative AI, companies can automate documentation generation, improve software reusability, and seamlessly integrate AI functions such as chatbots and image recognition into low-code applications.

Digital Transformation 125

Digital Transformation Testing Software Cost-Benefit 125

CIO Business Intelligence

NOVEMBER 13, 2023

By defining a structured change management process, organizations not only ensure that changes are properly tracked and documented, but it also provides visibility into the entire change lifecycle. Incorporate extensive testing and validation for each change Ten years ago, the DevOps development process was develop, develop, develop, test.

Management 130

Management Key Performance Indicator Testing Digital Transformation 130

IBM Big Data Hub

FEBRUARY 13, 2024

For example, organizations can use generative AI to: Quickly turn mountains of unstructured text into specific and usable document summaries, paving the way for more informed decision-making. Demystifying generative AI At the heart of Generative AI lie massive databases of texts, images, code and other data types.

Enterprise 122

Enterprise Modeling Testing Data-driven 122

CIO Business Intelligence

FEBRUARY 3, 2023

Using RPA tools, a company can configure software, or a “robot,” to capture and interpret applications for processing a transaction, manipulating data, triggering responses, and communicating with other digital systems. The ability to suck words and numbers from images are a big help for document-heavy businesses such as insurance or banking.

Data-driven 145

Data-driven Interactive Enterprise Statistics 145

Cloudera

OCTOBER 18, 2023

In fact, some of the insights presented in this blog have been assisted by the power of large language models (LLMs), highlighting the synergy between human expertise and AI-driven insights. Detect patterns and indicators of potential fraudulent activities using transaction data, customer profiles, and other relevant information.

Cost-Benefit 78

Cost-Benefit Testing Machine Learning Optimization 78

DataKitchen

JANUARY 23, 2023

What is data lineage? Data lineage traces data’s origin, history, and movement through various processing, storage, and analysis stages. It is used to understand the provenance of data and how it is transformed and to identify potential errors or issues. What about DataOps Observability? How does it compare?

Testing 130

Testing Data Governance Data Quality Data-driven 130

CIO Business Intelligence

NOVEMBER 14, 2022

Decision support systems definition A decision support system (DSS) is an interactive information system that analyzes large volumes of data for informing business decisions. A DSS leverages a combination of raw data, documents, personal knowledge, and/or business models to help users make decisions. Data-driven DSS.

Data mining 135

Data mining Data-driven Statistics OLAP 135

CIO Business Intelligence

DECEMBER 19, 2023

After all, every department is pressured to drive efficiencies and is clamoring for automation, data capabilities, and improvements in employee experiences, some of which could be addressed with generative AI. As every CIO can attest, the aggregate demand for IT and data capabilities is straining their IT leadership teams.

Digital Transformation 142

Digital Transformation Unstructured Data Machine Learning Risk Management 142

AWS Big Data

APRIL 2, 2024

In March 2024, we announced the general availability of the generative artificial intelligence (AI) generated data descriptions in Amazon DataZone. In this post, we share what we heard from our customers that led us to add the AI-generated data descriptions and discuss specific customer use cases addressed by this capability.

Metadata 91

Metadata Metrics Data-driven Modeling 91

CIO Business Intelligence

OCTOBER 3, 2023

Process optimisation: processes are examined, re-engineered, standardised and carefully tested prior to being automated processes. Intelligent document processing: uses artificial intelligence and machine learning techniques to automate the processing of documents and unstructured data. .

Cost-Benefit 114

Cost-Benefit Machine Learning Interactive Software 114

CIO Business Intelligence

MARCH 28, 2024

From using large language models (LLMs) for clinical decision support, patient journey trajectories, and efficient medical documentation, to enabling physicians to build best-in-class medical chatbots, healthcare is making major strides in getting generative AI into production and showing immediate value.

Unstructured Data 96

Unstructured Data Data-driven Risk Insurance 96

CIO Business Intelligence

MAY 15, 2024

Even if you don’t have the training data or programming chops, you can take your favorite open source model, tweak it, and release it under a new name. If you have a data center that happens to have capacity, why pay someone else?” It’s also the training data, model weights, and fine tuning. Gen AI, however, isn’t just code.

Modeling 135

Modeling Risk Software Enterprise 135

Cloudera

SEPTEMBER 28, 2020

Cloudera delivers an enterprise data cloud that enables companies to build end-to-end data pipelines for hybrid cloud, spanning edge devices to public or private cloud, with integrated security and governance underpinning it to protect customers data. Lineage and chain of custody, advanced data discovery and business glossary.

Testing 131

Testing Metadata Risk Data Science 131

CIO Business Intelligence

APRIL 1, 2024

Those principles are data centric, platform first, cloud based, automation led, and zero trust (so that everything is secure from the start). Having this framework that outlines the principles allows us not to get bogged down in the process but to remain focused on making principle-driven decisions.”

Strategy 140

Strategy IT ROI Digital Transformation 140

AWS Big Data

OCTOBER 19, 2023

Customers uploading and searching through decades of photos helped turn search into critical infrastructure, growing steadily since SmugMug first used Amazon CloudSearch in 2012, followed by Amazon OpenSearch Service since 2018, after reaching billions of documents and terabytes of search storage.

Publishing 55

Publishing Testing Cost-Benefit Data-driven 55

Rocket-Powered Data Science

SEPTEMBER 20, 2021

The way that I explained it to my data science students years ago was like this. I brought them deeper into the world by pointing out how much more effective and efficient the data professionals’ life would be if our data repositories had a similar semantic meta-layer. What is a semantic layer? There’s more.

Data Science 286

Data Science Forecasting Business Intelligence Sales 286

Smart Data Collective

NOVEMBER 3, 2021

In this article, we decided to cover the tendencies in banking loan software in 2022 and give a brief market outlook of AI-driven lending software as a whole. It refers to underwriting, customer onboarding, document management, analysis, and statistics. Digital banking market. billion in net loan losses due to the pandemic burst.

Software 120

Software Data-driven Interactive Insurance 120

datapine

SEPTEMBER 16, 2022

Previously, we discussed the top 19 big data books you need to read, followed by our rundown of the world’s top business intelligence books as well as our list of the best SQL books for beginners and intermediates. Data visualization, or ‘data viz’ as it’s commonly known, is the graphic presentation of data.

Visualization 304

Visualization Dashboards Data-driven Statistics 304

Ontotext

FEBRUARY 12, 2024

Part one of this three-part series discussed the concept of data mesh and explored what it is and why an organization should care. Here, part two provides best practices for data mesh, including practical guidance, challenges, and limitations. Enterprises should identify and adopt specific data mesh elements to achieve velocity.

Data Quality 69

Data Quality Data-driven Data Lake Data Governance 69

CIO Business Intelligence

JUNE 8, 2023

There’s a strong need for workers with expertise in helping companies make sense of data, launch cloud strategies, build applications, and improve the overall user experience. This demand has driven up salaries for IT roles, especially those around development, engineering, and support.

IT 139

IT Digital Transformation Software Risk 139

CIO Business Intelligence

APRIL 4, 2023

I expect we’ll see the consumerization of search and knowledge management over the next decade, driven by generative and conversational AI capabilities. CIOs should define a citizen development governance model and govern citizen data science so that no-code apps and dashboards developed today don’t become tomorrow’s technical debt.

Digital Transformation 142

Digital Transformation Data-driven Business Driver Finance 142

erwin

OCTOBER 8, 2020

So if you’re going to move from your data from on-premise legacy data stores and warehouse systems to the cloud, you should do it right the first time. And as you make this transition, you need to understand what data you have, know where it is located, and govern it along the way. Then you must bulk load the legacy data.

Data Governance 145

Data Governance Metadata Testing Data Lake 145

CIO Business Intelligence

JULY 6, 2023

Classic examples are the use of AI to capture and convert semi-structured documents such as purchase orders and invoices, Fleming says. The group was able to automate one process and then expanded the effort from there, according to Mark Austin, vice president of data science.

Cost-Benefit 118

Cost-Benefit Technology Unstructured Data Testing 118

CIO Business Intelligence

DECEMBER 11, 2023

You have to balance the potential benefits of generative AI with significant, important operational issues, such as ensuring patient data privacy and complying with regulatory requirements. Any and all activities that focus on improving patient data, processes and communications are prime for improvement.

Unstructured Data 74

Unstructured Data Interactive Data-driven Consulting 74

IBM Big Data Hub

DECEMBER 19, 2023

Rapidly deploying applications to cloud requires not just development acceleration with continuous integration, deployment and testing (CI/CD/CT), It also requires supply chain lifecycle acceleration, which involves multiple other groups such as governance risk and compliance (GRC), change management, operations, resiliency and reliability.

Data-driven 67

Data-driven Software Enterprise Testing 67

Cloudera

OCTOBER 7, 2022

dbt allows data teams to produce trusted data sets for reporting, ML modeling, and operational workflows using SQL, with a simple workflow that follows software engineering best practices like modularity, portability, and continuous integration/continuous development (CI/CD). The Open Data Lakehouse . Introduction.

Data Warehouse 81

Data Warehouse Data Transformation Testing Data Lake 81

CIO Business Intelligence

MAY 30, 2024

To do that, McIntosh and OMES turned to process mining, a technique for analyzing event data to better understand and improve operational processes. Process mining provides the potential to enable organizations make quicker, more informed decisions when overhauling business processes by leveraging data for insights. 31 deadline.”

IT 132

IT Cost-Benefit Key Performance Indicator Dashboards 132

CIO Business Intelligence

NOVEMBER 18, 2022

3M 360 Encompass is a collection of applications that work together to help hospitals streamline processes, receive accurate reimbursement, promote compliance, and make data-informed decisions. 3M Health Information Systems (3M HIS), one of the world’s largest providers of software solutions for the healthcare industry, exemplifies 3M Co.’s

Insurance 74

Insurance Contextual Data Testing Unstructured Data 74