Smart Data Collective

OCTOBER 5, 2020

Microsoft Power BI is a Business Intelligence and Data Visualization tool which assists organizations to analyze data from multiple sources, convert it into an interactive dashboard and share insights. What’s more amazing is that you can publish and share reports with others using this platform. It helps to track the data.

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Interactive Visualization Dashboards Business Intelligence 91

Analytics Vidhya

JUNE 9, 2022

This article was published as a part of the Data Science Blogathon. DAX is the language developed by Microsoft to interact with data in a variety of their platforms, such as Power BI, PowerPivot, and SSAS tabular models. Introduction The following is an in-depth article explaining DAX which stands for Data Analysis Expression.

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Interactive Data Science Publishing Modeling 226

Analytics Vidhya

DECEMBER 24, 2021

This article was published as a part of the Data Science Blogathon About Streamlit Streamlit is an open-source Python library that assists developers in creating interactive graphical user interfaces for their systems. Using Streamlit, we can quickly create interactive web apps and deploy them.

Optimization 352

Optimization Machine Learning Interactive Data Science 352

erwin

AUGUST 31, 2023

Q: Is data modeling cool again? Amidst the evolving technological landscape, one constant remains despite the ongoing attacks from nay-sayers: the importance of data modeling as a foundational step in the delivery of data to these forward-thinking organizations. A: It always was and is getting cooler!!

Data-driven 98

Data-driven Modeling Enterprise Structured Data 98

Ontotext

JANUARY 26, 2023

In today’s world, we increasingly interact with the environment around us through data. published as a special topic article in AI magazine, Volume 43, Issue 1 , Spring 2022. A major component of the developed solution for integrity checks is the semantic modeling of data. web service/API interfaces and communication protocols).

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Interactive Metadata Data Integration Data-driven 52

AWS Big Data

JULY 19, 2023

You can structure your data, measure business processes, and get valuable insights quickly can be done by using a dimensional model. Amazon Redshift provides built-in features to accelerate the process of modeling, orchestrating, and reporting from a dimensional model. Declare the grain of your data.

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Modeling Sales Data Warehouse Snapshot 71

CIO Business Intelligence

MARCH 6, 2024

Generally, software providers publish a beta version of a feature for enterprises to try and weed out bugs before making it generally available to any willing enterprise customer. While rebranding the Studio platform, Salesforce has also rebranded its Skills Builder feature to Copilot Builder, which is in beta or public preview.

IT 106

IT Metadata Interactive Enterprise 106

O'Reilly on Data

OCTOBER 18, 2022

What if a named entity recognition (NER) system, based on a cutting-edge large language model (LLM), fails for Chinese, Cyrillic, or Arabic text? Audit has been an integral aspect of model risk management (MRM) in consumer finance for years, and colleagues at BLDS and QuantUniversity have been conducting model audits for some time.

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Risk Management Risk Testing Measurement 287

IBM Big Data Hub

FEBRUARY 5, 2024

There is even more help on the horizon with the power of generative artificial intelligence (AI) foundation models, combined with traditional AI, to exert greater control over complex asset environments. These foundation models, built on large language models, are trained on vast amounts of unstructured and external data.

Optimization 93

Optimization Management Key Performance Indicator Modeling 93

AWS Big Data

JULY 14, 2023

Defining and capturing a business capability model If an enterprise doesn’t have a system to capture the business capability model, consider defining and finding a way to capture the model for better insight and visibility, and then map it with digital assets like APIs. It keeps evolving with business requirements and usage.

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Modeling Visualization Reporting Measurement 73

O'Reilly on Data

SEPTEMBER 19, 2023

” Each step has been a twist on “what if we could write code to interact with a tamper-resistant ledger in real-time?” Stage 2: Machine learning models Hadoop could kind of do ML, thanks to third-party tools. ” Most recently, I’ve been thinking about this in terms of the space we currently call “AI.”

Machine Learning 243

Machine Learning Testing Modeling Cost-Benefit 243

Rocket-Powered Data Science

MARCH 10, 2020

In their wisdom, the editors of the book decided that I wrote “too much” So, they correctly shortened my contribution by about half in the final published version of my Foreword for the book. I publish this in its original form in order to capture the essence of my point of view on the power of graph analytics.

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Metadata Machine Learning ROI Prescriptive Analytics 250

Domino Data Lab

AUGUST 10, 2021

Models are the central output of data science, and they have tremendous power to transform companies, industries, and society. At the center of every machine learning or artificial intelligence application is the ML/AI model that is built with data, algorithms and code. The process of creating models is called modeling.

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Modeling IT Risk Management Deep Learning 64

AWS Big Data

MARCH 23, 2023

These organizations have adopted a federated model, with each LoB having the autonomy to make decisions on their data. They use the publisher/consumer model with a centralized governance layer that is used to enforce access controls. It makes sharing data across LoBs non-trivial.

Interactive 71

Interactive Snapshot Data Lake Software 71

O'Reilly on Data

MAY 25, 2021

GPT-3 is essentially an auto-complete bot whose underlying Machine Learning (ML) model has been trained on vast quantities of text available on the Internet. I’d like to share my thoughts on GPT-3 in terms of risks and countermeasures, and discuss real examples of how I have interacted with the model to support my learning journey.

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Modeling Marketing Testing Machine Learning 342

erwin

JUNE 7, 2022

Accordingly, data modelers must embrace some new tricks when designing data warehouses and data marts. Data modeling for the cloud: good database design means “right size” and savings. Now to cover some data modeling basics that applies no matter whether on-premises or in the cloud. Data Modeling. Business Focus.

Data Warehouse 52

Data Warehouse Modeling Sales Data Lake 52

FineReport

APRIL 21, 2024

Limited Interactivity Even after overcoming logistical and analytical hurdles to deploy embedded dashboards, the challenges persist. Empowering client-facing analysts to drive customization without extensive backend involvement is crucial for overcoming the limitations of traditional BI tools and enhancing interactivity.

Dashboards 52

Dashboards Visualization Interactive Business Intelligence 52

O'Reilly on Data

MARCH 23, 2021

Before the advent of broadcast media and mass culture, individuals’ mental models of the world were generated locally, along with their sense of reality and what they considered ground truth. The ability to publish material was relegated to the technical. ” Reality Decentralized. What has happened? How did we get here?

Internet Publishing and Broadcasting 317

Internet Publishing and Broadcasting Broadcasting Data-driven Interactive 317

IBM Big Data Hub

FEBRUARY 10, 2022

It enables a content creator to check content that they have created before publishing it, currently through an online text editor. As someone who is passionate about data science, I know from firsthand that our model is only as good as the data we feed it. Think of this like a Grammarly for spotting potentially racist language.

Machine Learning 54

Machine Learning Modeling Data Science Consulting 54

IBM Big Data Hub

APRIL 11, 2024

In the context of AI, it can refer to the safety and ethics guardrails of AI tools and systems, policies concerning data access and model usage or the government-mandated regulation itself. Non-governmental bodies are also publishing guidance useful to public sector agencies. The term governance can be slippery.

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Risk Consulting Modeling Data Processing 76

AWS Big Data

NOVEMBER 29, 2023

In 2022, AWS published a dbt adapter called dbt-glue —the open source, battle-tested dbt AWS Glue adapter that allows data engineers to use dbt for cloud-based data lakes along with data warehouses and databases, paying for just the compute they need.

Data Lake 105

Data Lake Management Metrics Data Warehouse 105

CIO Business Intelligence

DECEMBER 6, 2023

Some of the most vocal complaints about generative AI have come from authors and artists unhappy at having their work used to train large language models (LLMs) without permission. But these Guardian polls appear to have been published on Microsoft properties with millions of visitors by automated systems with no human approval required.

IT 132

IT Risk Management Interactive Modeling 132

Insight

MARCH 12, 2020

There was only one problem: literary agents, the gatekeepers of the publishing industry, kept rejecting the book?—?often Galbraith eventually opted to publish Cuckoo’s Calling through an acquaintance of sorts. but the publishing industry failed to see it. The AIgent was built with BERT, Google’s state-of-the-art language model.

Modeling 59

Modeling Metadata Publishing Sales 59

O'Reilly on Data

APRIL 23, 2024

Some of those innovations, like Amazon’s cloud computing business, represented enormous new markets and a new business model. Google, for example, invented the Large Language model architecture that underlies today’s disruptive AI startups. These companies did continue to innovate. Let’s not wait till the robber barons are back.

Advertising 265

Advertising Cost-Benefit Marketing Risk 265

FineReport

FEBRUARY 5, 2020

They prefer self-service development, interactive dashboards, and self-service data exploration. Users can centrally manage metadata, including searching, extracting, processing, storing, sharing metadata, and publishing metadata externally. Interactive visual exploration. Metadata management. Analytics dashboards. of BI pages.

Metadata 98

Metadata Dashboards Informatics Visualization 98

CIO Business Intelligence

NOVEMBER 15, 2023

Meeting notes will also become interactive documents, enabling participants to ask for more detailed information on a particular point after the meeting has ended. People don’t want to give up their copilots Each year, Microsoft publishes its Work Trend Index, which this time included a survey and observational studies of early Copilot users.

Sales 131

Sales Enterprise Modeling Dashboards 131

Smarten

APRIL 19, 2024

The use of Generative AI, LLM and products such as ChatGPT capabilities has been applied to all kinds of industries, from publishing and research to targeted marketing and healthcare. OpenAI – Azure OpenAI as the foundational entity for creating GPT models and is based on Large Language Models (LLM). in next several years.

Analytics 57

Analytics Predictive Modeling KPI Machine Learning 57

IBM Big Data Hub

MAY 9, 2023

The answer is that generative AI leverages recent advances in foundation models. Unlike traditional ML, where each new use case requires a new model to be designed and built using specific data, foundation models are trained on large amounts of unlabeled data, which can then be adapted to new scenarios and business applications.

Data Warehouse 107

Data Warehouse Machine Learning Cost-Benefit Metadata 107

CIO Business Intelligence

APRIL 30, 2024

The law will also extend beyond the borders of the EU member nations, as any company interacting with residents of the EU will be subject to the regulations. The most powerful general-purpose AIs will face additional regulations, and they must perform model evaluations, assess and mitigate risks, and report on incidents.

IT 93

IT Risk Data-driven Modeling 93

CIO Business Intelligence

MARCH 30, 2022

IDMC for Retail also comes with out-of-the-box data models for customer data management, the ability to extend data models to support product, supplier, and location data, and enriching customer loyalty and rewards programs.

Management 95

Management IT Machine Learning Dashboards 95

Ontotext

OCTOBER 19, 2023

AIDAVA (short for AI-powered Data Curation & Publishing Virtual Assistant) is a Horizon Europe project, which brings together 14 partners from 9 EU countries. With the recent growth in popularity of Large Language Models (LLMs), we also anticipate that they can replace some curation tools.

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Unstructured Data Structured Data Publishing Machine Learning 64

Insight

MARCH 20, 2020

How can we use AI to transform this tedious technical exercise into a simple and natural interaction between the computer and designer? Then they used a Conditional Wasserstein GAN (Generative Adversarial Network)to generate the 3D models from the text embeddings.

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Interactive Modeling Machine Learning Testing 143

datapine

SEPTEMBER 27, 2022

Some of these ‘structures’ may include putting all the information; for instance, a structure could be about cars, placing them into tables that consist of makes, models, year of manufacture, and color. Originally published in 2018, the book has a second edition that was released in January of 2022.

Business Intelligence 292

Business Intelligence Data Warehouse Data Processing Data mining 292

CIO Business Intelligence

OCTOBER 17, 2022

Automotive Cloud is intended to help auto makers get closer to their customers by analyzing data not just about one person and their vehicle, Jajoo said, but their entire household and all interactions with dealers on one screen. And because we have that data, we can now recommend to dealers what next best action to take,” he said.

Manufacturing 102

Manufacturing Sales Business Objectives Interactive 102

CIO Business Intelligence

MAY 20, 2024

Nearly half (49%) of IT leaders responding to the 2024 State of the CIO Study from Foundry, publisher of CIO.com, say they expect to play more of a strategic role in the upcoming years, with another 36% anticipating a heavy emphasis on transformational responsibilities. Foundry / CIO.com 3.

IT 137

IT Risk Management Machine Learning Risk 137

The Data Visualisation Catalogue

DECEMBER 13, 2021

A Model of Perceptual Task Effort for Bar Charts and its Role in Recognizing Intention. User Modeling and User-Adapted Interaction , 16(1), 1–30. Research Papers. Visual Arrangements of Bar Charts Influence Comparisons in Viewer Takeaways. Koh, E., & Franconeri, S. Neighborhood Perception in Bar Charts.

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Visualization Experimentation Publishing Interactive 115

CIO Business Intelligence

APRIL 11, 2023

AI and machine learning models today are designed to pinpoint issues, identify their impact, and provide recommendations on how to resolve the situation. In a recently published paper by Moor Insights and Strategy, they outline the challenges faced by IT organizations today and why many are turning to NaaS providers for help.

IT 52

IT Machine Learning Publishing Interactive 52