Data Virtualization

JUNE 19, 2024

Reading Time: 5 minutes The data landscape has evolved and become more complex as organizations recognize the need to leverage data and analytics. Generative artificial intelligence has further put pressure on organizations to manage this complexity. At TDWI, we see companies collecting traditional structured. The post Navigating the New Data Landscape: Trends and Opportunities appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information

Data Integration 59

Data Integration Management Analytics Data Architecture 59

Analytics Vidhya

JUNE 19, 2024

Introduction The advent of huge language models in the likes of ChatGPT ushered in a new epoch concerning conversational AI in the rapidly changing world of artificial intelligence. Anthropic’s ChatGPT model, which can engage in human-like dialogues, solve difficult tasks, and provide well thought-out answers that are contextually relevant, has fascinated people all over the […] The post Why Does ChatGPT Use Only Decoder Architecture?

Modeling 359

Modeling Analytics 359

KDnuggets

JUNE 19, 2024

Perform data integrity tests and generate model evaluation reports by writing a few lines of code.

Testing 149

Testing Machine Learning Data Integration Reporting 149

Analytics Vidhya

JUNE 19, 2024

Introduction “AI Agentic workflow will drive massive progress this year,” commented Andrew Ng, highlighting the significant advancements anticipated in AI. With the growing popularity of large language models, Autonomous Agents are becoming a topic of discussion. In this article, we will explore Autonomous Agents, cover the components of building an Agentic workflow, and discuss the […] The post Building an Agentic Workflow with CrewAI and Groq appeared first on Analytics Vidhy

Modeling 343

Modeling Analytics 343

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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

Optimization

CIO Business Intelligence

JUNE 19, 2024

Artificial intelligence, it is widely assumed, will soon unleash the biggest transformation in health care provision since the medical sector started its journey to professionalization after the flu pandemic of 1918. The catch is that bringing this about will require new institutional channels for knowledge, engineering, and ethical collaboration that don’t yet exist.

Uncertainty 145

Uncertainty Insurance Cost-Benefit Data-driven 145

Analytics Vidhya

JUNE 19, 2024

Introduction In the fast-evolving world of AI, it’s crucial to keep track of your API costs, especially when building LLM-based applications such as Retrieval-Augmented Generation (RAG) pipelines in production. Experimenting with different LLMs to get the best results often involves making numerous API requests to the server, each request incurring a cost.

Analytics 336

Analytics IT Modeling 336

Analytics Vidhya

JUNE 19, 2024

Introduction LLMs are changing how we engage with technology today. These AI programs are able to comprehend and mimic human language. They can be applied to data analysis, customer service, content creation, and other areas. But for newcomers in particular, knowing how to use them could appear challenging. This article will walk readers through the […] The post 7 Essential Steps to Master Large Language Models appeared first on Analytics Vidhya.

Modeling 315

Modeling Technology Analytics Machine Learning 315

CIO Business Intelligence

JUNE 19, 2024

Three years ago BSH Home Appliances completely rearranged its IT organization, creating a digital platform services team consisting of three global platform engineering teams, and four regional platform and operations teams. Berke Menekli, VP of digital platform services, says it’s one of the best things he ever did. BSH’s previous infrastructure and operations teams, which supported the European appliance manufacturer’s application development groups, simply acted as suppliers of infrastructur

IT 138

IT Software Cost-Benefit Optimization 138

Analytics Vidhya

JUNE 19, 2024

Introduction In simpler terms, imagine you have a giant list of information. The NOT IN operator in SQL acts like a filter to help you find exactly what you’re looking for. It can exclude any items on the list that match certain criteria, like specific values or even results from another search. By using the […] The post SQL `NOT IN` Operator: Usage, Pitfalls, and Best Practices appeared first on Analytics Vidhya.

Analytics 304

Analytics IT 304

CIO Business Intelligence

JUNE 19, 2024

Data centers are hot, in more ways than one. Not only are enterprises and hyperscalers building or expanding their facilities to accommodate increasing interest in artificial intelligence, but that same AI is gobbling power, and thus creating heat — a lot of it. And that means cooling costs are also growing. In fact, according to the International Energy Agency, by 2026 the AI industry is expected to have grown exponentially to consume at least ten times its electricity demand in 2023.

Cost-Benefit 116

Cost-Benefit Enterprise Technology Reporting 116

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

AWS Big Data

JUNE 19, 2024

Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that makes it simple and cost-effective to analyze all your data using standard SQL and your existing ETL (extract, transform, and load), business intelligence (BI), and reporting tools. Tens of thousands of customers use Amazon Redshift to process exabytes of data per day and power analytics workloads such as BI, predictive analytics, and real-time streaming analytics.

Data Warehouse 114

Data Warehouse Testing Sales Structured Data 114

CIO Business Intelligence

JUNE 19, 2024

In 2021, the electrification and automation corporation ABB Group announced that it was carving out its turbocharging division and renaming it Accelleron Industries, hoping the stand-alone unit could have a greater impact on the marine, energy, and rail industries. The decision was part of a global reorganization pattern that has occurred in corporations since the pandemic, with new business divisions established to re-focus and reach their full potential.

Management 104

Management Manufacturing Finance Optimization 104

TDAN

JUNE 19, 2024

AI governance has become a critical topic in today’s technological landscape, especially with the rise of AI and GenAI. As CEOs express concerns regarding the potential risks with these technologies, it is important to identify and address the biggest risks.

Risk 98

Risk Technology IT Data Governance 98

The Data Visualisation Catalogue

JUNE 19, 2024

Also known as a Tile Cartogram, Tilegram. A Mosaic Cartogram is a type of data map where the geographical regions are made up of uniform, square tiles. In a Mosaic Cartogram, each tile represents a nominal unit from a particular variable (e.g. 1 square = 1 million people). Hence, the number of tiles assigned to a region is proportional to the data value assigned to that region.

Snapshot 97

Snapshot Visualization 97

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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

Reporting

Dataiku

JUNE 19, 2024

When it comes to AI initiatives, everyone talks about building a so-called Center of Excellence (CoE). However, doing so successfully is easier said than done. It requires tight coordination and collaboration not only among the CoE itself, but with business teams around the organization.

IT 59

IT 59

TDAN

JUNE 19, 2024

“What’s a metaphor?” Mr. Biergel posed the question one morning to my high school grammar class. Being typical teenagers, we looked at him with blank-eyed stares. We expected that if we waited long enough, he’d write a paragraph-long definition on the blackboard. “What’s a metaphor?” he repeated. “A place for cows to graze!” We groaned.

Modeling 59

Modeling Data Governance Management 59

Octopai

JUNE 19, 2024

In today’s data-driven world, the integrity and accuracy of data are paramount for the successful operation of any organization. This is where data contracts come into play. A data contract is a formal agreement between data producers and data consumers that specifies the structure, quality, and meaning of the data being exchanged. These contracts ensure that both parties have a clear understanding of the data’s schema, transformations, and expected quality levels, reducing the risk

Data Quality 52

Data Quality Data-driven Data Integration Risk 52

CIO Business Intelligence

JUNE 19, 2024

Attualmente ci sono 143 milioni di persone in attesa di interventi chirurgici nei Paesi a basso reddito. Ci sono organizzazioni pronte a portare medici e risorse ma, tra i due elementi, c’è un gap di informazione, afferma Joan LaRovere, direttore medico associato del Boston Children’s Hospital, professore alla Harvard Medical School e co-fondatore della Virtue Foundation, una ONG dedicata a risolvere questo divario informativo.

Modeling 52

Modeling Software Testing Marketing 52

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📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

Data-driven

Aryng

JUNE 19, 2024

For many startups, improved customer retention is the golden ticket to fast and exponential growth. When considering how to leverage your startup’s data to improve retention, predictive analytics is a powerful tool for cracking the code on what motivates customers to stay committed to your new brand. In this article, we’ll show you how predictive […] The post How to Use Predictive Analytics to Boost Customer Retention in Startups appeared first on Aryng's Blog.

Predictive Analytics 52

Predictive Analytics Analytics Customer Analytics Data Analytics 52

Octopai

JUNE 19, 2024

In today’s data-driven world, the integrity and accuracy of data are paramount for the successful operation of any organization. This is where data contracts come into play. A data contract is a formal agreement between data producers and data consumers that specifies the structure, quality, and meaning of the data being exchanged. These contracts ensure that both parties have a clear understanding of the data’s schema, transformations, and expected quality levels, reducing the risk

Data Quality 52

Data Quality Data-driven Data Integration Risk 52

TDAN

JUNE 19, 2024

The use of Artificial Intelligence (AI) in healthcare provides promises, risks, and unintended consequences. This column addresses the evolving AI issues in connection with the following topics: As used in this column, “AI” covers both generative and non-generative AI, with a focus on machine learning as part of non-generative AI.

Machine Learning 52

Machine Learning Risk Management 52

CIO Business Intelligence

JUNE 19, 2024

Microsoft has added generative artificial intelligence and other enhanced features to its quantum-computing platform as part of a larger strategy to deliver the game-changing technology to a broader range of users — in this case, the scientific community. The company on Wednesday unveiled the release of Generative Chemistry and Accelerated DFT, which together expand how scientists in the chemicals and materials science industry can use its Azure Quantum Elements platform to help drastically shor

Strategy 137

Strategy Consulting Optimization Modeling 137

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Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

Enterprise

TDAN

JUNE 19, 2024

The mere mention of “data governance” can send shivers down the spines of executives and employees alike. The thought of implementing stringent rules and procedures for managing data often conjures images of bureaucratic nightmares and stifled innovation. However, it doesn’t have to be this way.

Data Governance 52

Data Governance Management IT 52

CIO Business Intelligence

JUNE 19, 2024

Three years ago, Gothenburg-based SKF brought in new CEO Rickard Gustafson and over time, a new strategic framework was established to take the company from a centralized to a decentralized organization. And at the heart of that new business model journey was, and continues to be, CIO Pedro de Freitas and group head of digital engineering and innovation, Maria Stranne.

Modeling 108

Modeling Testing Data-driven Technology 108