A Practical Guide to Multimodal Data Analytics
KDnuggets
JUNE 17, 2025
BigQuery's ObjectRef unifies structured and unstructured data, enabling multimodal analytics via SQL and Python.
Data Enablement Related Topics 
Small Language Models, Big Impact: Fine-Tuning DistilGPT-2 for Medical Queries
Analytics Vidhya
NOVEMBER 22, 2024
Language models have transformed how we interact with data, enabling applications like chatbots, sentiment analysis, and even automated content generation. However, most discussions revolve around large-scale models like GPT-3 or GPT-4, which require significant computational resources and vast datasets.
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How to Streamline Payment Applications & Lien Waivers Through Innovative Construction Technology
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Introducing generative AI upgrades for Apache Spark in AWS Glue (preview)
AWS Big Data
NOVEMBER 22, 2024
To achieve this, we recommend specifying a run configuration when starting an upgrade analysis as follows: Using non-production developer accounts and selecting sample mock datasets that represent your production data but are smaller in size for validation with Spark Upgrades. 2X workers and auto scaling enabled for validation.
What is data architecture? A framework to manage data
CIO Business Intelligence
DECEMBER 20, 2024
Data architectures should integrate with legacy applications using standard API interfaces. They should also be optimized to share data across systems, geographies, and organizations. Real-time data enablement. Be decoupled and extensible.
How Skroutz handles real-time schema evolution in Amazon Redshift with Debezium
AWS Big Data
JUNE 23, 2025
When we decided to build our own data platform to meet our data needs, such as supporting reporting, business intelligence (BI), and decision-making, the main challenge—and also a strict requirement—was to make sure it wouldn’t block or delay our product development.
Unlocking AI Potential: Community-Driven Innovations with InstructLab
Decision Management Solutions
JUNE 28, 2024
By utilizing InstructLab’s synthetic data generation and fine-tuning methodologies, we can efficiently train our models to understand and interpret complex code structures and decision logic.
Top Predictive Analytics Models and Algorithms to Know
Jet Global
JULY 25, 2025
Machine learning algorithms used for prediction analyze historical data to forecast future outcomes. These algorithms, including linear regression, decision trees, and neural networks, identify patterns and relationships within the data, enabling accurate predictions and informed decision-making.
Is AI overload leaving your organization drowning in insight?
CIO Business Intelligence
JULY 23, 2025
He’s driving a digital transformation program, using key partners such as Ericsson and the company’s car-health assistant Vixa, to deliver data-enabled services. That’s an approach being taken by Antony Hausdoerfer , group CIO at UK’s auto breakdown specialist The AA.
Compaction support for Avro and ORC file formats in Apache Iceberg tables in Amazon S3
AWS Big Data
JULY 15, 2025
Unlike Parquet and ORC, which are optimized for analytical queries, Avro is designed for fast reads and writes of complete records, and it stores the schema alongside the data, enabling easier data exchange and evolution over time. Below is a comparison of these 3 file formats.
How the UK government can lead the next infrastructure revolution – with data at its core
Anmut
JULY 10, 2025
Make data sharing the default, not the exception: Trustworthy, interoperable data must flow between departments, local authorities, and delivery partners. This requires aligned standards, clear ownership models, and a shared belief that data enables collaboration, not competition.
Integrating AI in Business Intelligence: Benefits and Best Practices
BizAcuity
JUNE 10, 2025
Delivering Real-Time Insights : AI-powered systems can process streaming data, enabling businesses to respond to developments as they happen, not after the fact. Reducing Bias in Analysis : When appropriately trained, AI models can bring consistency to data interpretations—especially when augmented by human oversight.
From Data Mess to Asset Success: 5 Practical Fixes
Anmut
JULY 23, 2025
Quantify your data’s value across three dimensions: Cost : What does it cost to collect, store, and maintain this data? Utility : How critical is this data to your operations and decision-making? Business impact : What business outcomes does this data enable or prevent?
SpyCloud’s 2025 Identity Exposure Report Reveals the Scale and Hidden Risks of Digital Identity Threats
CIO Business Intelligence
MARCH 19, 2025
New Definition for Identity Risk Emerges With the explosion of available identity data, attackers can now piece together historical and present-day records to bypass security barriers.
Is Your Finance Team Stuck in the Past? Real-Time Answers
Jet Global
MAY 21, 2025
Real-time data integration can help break down data silos and better decision-making. Data governance is crucial when handling financial data. Real-time data enables more accurate forecasting and budgeting. Organisations should define their data strategy before implementation.
Maximize Your Translytical Write Back Capabilities in Power BI
Jet Global
AUGUST 4, 2025
. • Write-Back – Edit data directly in Power BI. Automatically write-back to 200+ data sources. Collaboration – Plan, edit, & comment on data. Enable versioning, audit trails, & role-based access. Includes Oracle, SAP, Azure, & more. Instantly share insights.
Beyond the Dashboard: Transforming Data Into Business Impact Using Qlik + Vizlib
Jet Global
MAY 21, 2025
Maintains data governance, ensuring accuracy and compliance. Encourages greater exploration and understanding of data. By giving users control over what dimensions and measures they view, Vizlibs Custom Report: Reduces dependency on IT teams.
Introducing Lineos, AI Powered by insightsoftware: Transforming Finance Workflows With Actionable Insights
Jet Global
FEBRUARY 26, 2025
With Lineos, we empower finance teams with an AI-powered line of sight into their data, enabling confident, data-driven decision-making. At insightsoftware, we are dedicated to the Office of the CFO, delivering AI solutions that tackle real-world challenges like report generation.
Advance top 2025 data initiatives with analyst firm-recognized erwin by Quest
erwin
JANUARY 23, 2025
Business-focused capabilities such as the erwin Data Marketplace help organizations to not only tackle the defensive aspects of data governance, but also the governance-driven aspects of data literacy and data enablement needed to ensure that data consumers can find and leverage high-value, trusted data.”
Why your IT team needs to upgrade its digital employee experience (DEX)
CIO Business Intelligence
OCTOBER 24, 2024
Lack of DEX data undermines improvement goals This lack of data creates a major blind spot , says Daren Goeson, SVP of Product Management at Ivanti. Accurate DEX data illuminate what are the real technology challenges that the organization is facing,” he says. And the data enable IT to get at the root cause of the DEX issues.”
A CIO’s framework for measuring engineering productivity
CIO Business Intelligence
DECEMBER 11, 2024
The issue is quantitative data may not detect a problem that people in the midst of the process can clearly see. Survey responses can also add critical explanatory context to the quantitative data, enabling leadership to clearly see the root cause of an issue, he said.
3 keys to maximizing data strategies
CIO Business Intelligence
MARCH 27, 2025
Identity strategy as a CIO growth lever Unless they can overcome siloed data problems, CIOs will struggle to unlock the value of their data, enable AI-powered insights, and truly understand their customers.
Securing BYOD with secure browser and SASE
CIO Business Intelligence
MAY 6, 2025
This enables enhanced visibility and control over each environment, device, app, and user. Secure AI adoption Limit organizational risk by giving employees the opportunity to access public genAI apps while blocking the ability to expose sensitive company data.
Cut costs and complexity: 5 strategies for reducing tool sprawl with Dynatrace
CIO Business Intelligence
AUGUST 1, 2025
Fully contextualized data enables faster, more strategic decisions, without jumping between tools or waiting on correlation across teams. Davis®, the causal AI engine, instantly identifies root causes and predicts service degradation before it impacts users.
What Global Tariffs Mean for Oracle Finance Teams
Jet Global
JULY 17, 2025
Deep, Transaction-Level Drilldowns: Drill down on data for informed decision-making when tariffs are imposed or changed. Connect to Multiple Data Sources: Keep a single source of truth you can trust during market uncertainty. Understand Your Financial Data: Enable fast, accurate self-serve reporting in a quickly changing world.
Data flow is transforming manufacturing. Here’s how to leverage it.
CIO Business Intelligence
JUNE 23, 2025
This data is seamlessly integrated across OT and further into IT systems, providing a comprehensive overview of operations. Leveraging advanced analytics and AI, smart factories extract valuable insights from this data, enabling predictive maintenance, optimized production scheduling, and real-time decision-making.
How to Use Mistral OCR for Your Next RAG Model
Analytics Vidhya
MARCH 7, 2025
Retrieval-Augmented Generation (RAG) systems have revolutionized how we access and utilize vast amounts of data, enabling AI to deliver more informed and context-aware responses.
Setting Up and Running GraphRAG with Neo4j
Analytics Vidhya
NOVEMBER 28, 2024
Knowledge graphs provide essential contextual data, enabling LLMs to deliver reliable answers and act as trusted agents in complex tasks. Unlike conventional […] The post Setting Up and Running GraphRAG with Neo4j appeared first on Analytics Vidhya.
Making the Case for Data Enablement (Rather Than Data Governance)
TDAN
AUGUST 1, 2023
There is a movement in the business and academic worlds to consider relabeling the name of the long-time data discipline of “Data Governance” to “Data Enablement”. Usually, when someone tells me something like this, my first response is to chuckle and nod my head.
Using DataOps to Drive Agility & Business Value
DataKitchen
JUNE 14, 2021
Learn about DataOps from data leaders Jim Tyo, Invesco CDO; Kurt Zimmer, AstraZeneca Head of Engineering for Data Enablement & Ryan Chapin, former GE exec. The post Using DataOps to Drive Agility & Business Value first appeared on DataKitchen.
Accelerating Drug Discovery and Development with DataOps
DataKitchen
AUGUST 13, 2021
– Kurt Zimmer, AstraZeneca, Head of Data Engineering inside Data Enablement (CDO Summit 2021). Meta-orchestration is problematic for some because it requires an orchestration tool to connect seamlessly with data professionals’ vast ecosystem of tools.
10 Examples of How Big Data in Logistics Can Transform The Supply Chain
datapine
MAY 2, 2023
Winkenbach said that his data showed that “deliveries in big cities are almost always improved by creating multi-tiered systems with smaller distribution centers spread out in several neighborhoods, or simply pre-designated parking spots in garages or lots where smaller vehicles can take packages the rest of the way.”
How AI-powered agriculture helps farmers grapple with climate change and food security
CIO Business Intelligence
AUGUST 19, 2024
The company’s mission is to provide farmers with real-time insights derived from plant data, enabling them to optimize water usage, improve crop yields, and adapt to changing climatic conditions. Real-time data enables farmers to respond quickly to changing weather conditions, minimizing the impact of extreme events.
Troubleshooting Issues and Getting Help With Dataiku
Dataiku
SEPTEMBER 14, 2021
Dataiku revolutionizes how companies work with their data, enabling any user — from beginners with no programming knowledge to experienced data scientists with advanced knowledge and complex data flows — to make their work more transparent and efficient.
DataOps For Business Analytics Teams
DataKitchen
JANUARY 3, 2022
There’s a recent trend toward people creating data lake or data warehouse patterns and calling it data enablement or a data hub. DataOps expands upon this approach by focusing on the processes and workflows that create data enablement and business analytics.
Customer Centricity is data enabled
Nutanix
AUGUST 26, 2020
For the first time, all areas of the telecoms business can coalesce around examining business issues and customer insights.
How DataOps is Transforming Commercial Pharma Analytics
DataKitchen
AUGUST 27, 2021
DataOps automation replaces the non-value-add work performed by the data team and the outside dollars spent on consultants with an automated framework that executes efficiently and at a high level of quality. Focusing on the processes that operate on data enables the team to automate workflows and build a factory that produces insights.
A Data Prediction for 2025
DataKitchen
FEBRUARY 2, 2023
Central IT Data Teams focus on standards, compliance, and cost reduction. ’ They are data enabling vs. value delivery. Their software purchase behavior will align with enabling standards for line-of-business data teams who use various tools that act on data. Recession: the party is over.
Eight Top DataOps Trends for 2022
DataKitchen
NOVEMBER 29, 2021
Orchestrated pipelines that span teams, toolchains, data centers and organizational boundaries emanate from the data lake to create analytics platforms used by data scientists and business users to generate on-demand insights. . The Hub-Spoke architecture is part of a data enablement trend in IT.
Tableau explains your data with new natural-language tool
CIO Business Intelligence
SEPTEMBER 18, 2019
. | Get the latest on data analytics by signing up for CIO newsletters. ]. In a way, Explain Data is the counterpart to Ask Data, which Tableau included in its 2019.1 Ask Data enables Tableau users to describe in a chat window the visualizations they want to see. release in February.
Constructing A Digital Transformation Strategy: Putting the Data in Digital Transformation
erwin
JULY 17, 2019
Once you’ve determined what part(s) of your business you’ll be innovating — the next step in a digital transformation strategy is using data to get there. Constructing A Digital Transformation Strategy: Data Enablement. Many organizations prioritize data collection as part of their digital transformation strategy.
Data Teams and Their Types of Data Journeys
DataKitchen
OCTOBER 2, 2023
Data Teams and Their Types of Data Journeys In the rapidly evolving landscape of data management and analytics, data teams face various challenges ranging from data ingestion to end-to-end observability. It explores why DataKitchen’s ‘Data Journeys’ capability can solve these challenges.
Centralize Your Data Processes With a DataOps Process Hub
DataKitchen
NOVEMBER 4, 2021
DataOps automation replaces the non-value-add work performed by the data team and the outside dollars spent on consultants with an automated framework that executes efficiently and at a high level of quality. Focusing on the processes that operate on data enables the team to automate workflows and build a factory that produces insights.
Business Leaders Make the Case for Data Science
Dataiku
MAY 20, 2024
Led by Conor Jensen of Dataiku, a panel of esteemed industry leaders discussed the case for strong data science foundations in their respective spaces.
The case for predictive AI
CIO Business Intelligence
OCTOBER 16, 2023
However, Predictive AI can help solve this operational challenge because it relies heavily on historical data, enabling users to operate the mainframe and manage enterprise applications more efficiently. Frequently, it’s a challenge for organizations to operate all three simultaneously and securely.
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