Dataversity

JANUARY 25, 2024

The mainstreaming of predictive analytics and generative AI has brought Data Management into focus. Artificial Intelligence both runs on and produces a vast amount of data that must be effectively managed, governed, and analyzed.

Artificial Intelligence 170

Artificial Intelligence Predictive Analytics Government Data Management 170

Astera

APRIL 28, 2023

With the ever-increasing volume of data generated and collected by companies, manual data management practices are no longer effective. This is where intelligent systems come in. The sheer volume of data makes extracting insights and identifying trends difficult, resulting in missed opportunities and lost revenue.

Data Management 93

Data Management Artificial Intelligence Predictive Analytics Data Quality 93

Smart Data Collective

NOVEMBER 5, 2023

Data management technology plays a very important role in photo editing and manipulation. In June, The New York Times published a fascinating article on some of the many ways that data management technology can help create amazing photos and visuals. One of […]

Data Management 190

Data Management Digital Visualization Artificial Intelligence 190

Dataversity

SEPTEMBER 13, 2022

Developments in artificial intelligence (AI) technologies have opened up major opportunities and improvements for data processing and analytics. Unfazed and even spurred by the COVID-19 pandemic, complex AI systems saw explosive demand to enable advances in data management, health care, knowledge graphs, and data science.

Artificial Intelligence 246

Artificial Intelligence Data Management 246

Dataversity

NOVEMBER 9, 2023

In today’s data-driven world, where every byte of information holds untapped potential, effective Data Management has become a central component of successful businesses. The ability to collect and analyze data to gain valuable insights is the basis of informed decision-making, innovation, and competitive advantage.

Data Management 146

Data Management Innovation Data Quality Data Governance 146

Dataversity

FEBRUARY 21, 2022

The post Forthcoming AI Regulation Makes Data Management Imperative appeared first on DATAVERSITY. Not only has there been documentation of racial bias in facial recognition systems, but algorithmic decision-making has also played a role in denying minorities home loans, prioritizing men during hiring, […].

Data Management 246

Data Management Documentation Artificial Intelligence 246

Dataversity

SEPTEMBER 4, 2023

The list of use cases powered by artificial intelligence (AI) and machine learning (ML) technologies is growing exponentially across nearly every business sector.

Artificial Intelligence 253

Artificial Intelligence Business Process Management Data Management 253

Dataversity

OCTOBER 23, 2023

This problem will become more complex as organizations adopt new resource-intensive technologies like AI and generate even more data. By 2025, the IDC expects worldwide data to reach 175 zettabytes, more […] The post Why Master Data Management (MDM) and AI Go Hand in Hand appeared first on DATAVERSITY.

Master Data Management 159

Master Data Management Data Management Data Quality Data Governance 159

Dataversity

JANUARY 13, 2022

To get the most out of data, it must be consolidated from many systems to unlock valuable business insights and feed applications such as machine learning […]. The post The Future of Data Management: Five Predictions for 2022 appeared first on DATAVERSITY.

Data Management 246

Data Management Artificial Intelligence Data Architecture 246

Smart Data Collective

MAY 13, 2022

Various applications, from web-based smart assistants to self-driving cars and house-cleaning robots, run with the help of artificial intelligence (AI). With the growth of business data, it is no longer surprising that AI has penetrated data analytics and business insight tools. Benefits of AI-driven business analytics.

Artificial Intelligence 339

Artificial Intelligence Predictive Analytics Business Intelligence Business Intelligence 339

Smart Data Collective

OCTOBER 20, 2021

In this new reality, leveraging processes like ETL (Extract, Transform, Load) or API (Application Programming Interface) alone to handle the data deluge is not enough. As per the TDWI survey, more than a third (nearly 37%) of people has shown dissatisfaction with their ability to access and integrate complex data streams.

Artificial Intelligence 310

Artificial Intelligence Big Data Data Modelling Data Management 310

Dataversity

NOVEMBER 20, 2023

Most enterprises suffer from spotty deployment and management of artificial intelligence (AI) initiatives. As different parts of the organization experiment with AI in silos, they waste both resources and the opportunity to learn from the experience of others.

Artificial Intelligence 170

Artificial Intelligence Data Management 170

Dataversity

APRIL 22, 2022

As the saying goes, “data is the new oil.” However, in order for data to be truly useful, it needs to be managed effectively. This is where the following 16 internal Data Management best practices come […]. The post 16 Internal Data Management Best Practices appeared first on DATAVERSITY.

Data Management 130

Data Management Digital Data Quality Data Governance 130

BizAcuity

APRIL 14, 2022

Big Data Ecosystem. Big data paved the way for organizations to get better at what they do. Data management and analytics are a part of a massive, almost unseen ecosystem which lets you leverage data for valuable insights. Data Management. Unscalable data architecture.

Big Data 130

Big Data Data Analytics Data Analytics Data Management 130

Dataversity

MARCH 16, 2021

When it comes to the business environment, data is crucial for effective decision-making, which makes it a highly valuable resource. The post Top Use Cases for Data Management Automation appeared first on DATAVERSITY. But it needs to be well […].

Data Management 130

Data Management Data Quality Artificial Intelligence 130

Astera

APRIL 9, 2023

Navigating the complex world of supply chain data can be overwhelming, especially when grappling with vast amounts of unstructured and semi-structured information. Conventional data extraction methods often struggle to keep up with the ever-growing volume of data.

Supply Chain 52

Supply Chain Documentation Data Management Artificial Intelligence 52

Astera

APRIL 3, 2023

Navigating the complex world of supply chain data can be overwhelming, especially when grappling with vast amounts of unstructured and semi-structured information. Conventional data extraction methods often struggle to keep up with the ever-growing volume of data.

Supply Chain 52

Supply Chain Documentation Data Management Artificial Intelligence 52

Smart Data Collective

MAY 31, 2022

Machine learning and artificial intelligence (AI) have certainly come a long way in recent times. Towards Data Science published an article on some of the biggest developments in machine learning over the past century. It is now prudent to examine some of its numerous real-world applications.

Artificial Intelligence 272

Artificial Intelligence Documentation Innovation Big Data 272

Smart Data Collective

JANUARY 19, 2021

Artificial intelligence is helping solve a number of problems that modern businesses encounter. We typically think about the merits of AI in the context of marketing, manufacturing, financial reporting and customer service management. 4 Ways To Reshape Employee Behavior by Monitoring them with Artificial Intelligence Algorithms.

Monitoring 210

Monitoring Artificial Intelligence Human Resource Management Documentation 210

Smart Data Collective

NOVEMBER 13, 2020

Artificial intelligence and data analytics are two of the fasting-growing forms of technology for saving money in the world of business. Big data and predictive analytics can be very useful for these nonprofits as well. There are certainly downsides to that approach, with job security being high on the list.

Predictive Analytics 272

Predictive Analytics Artificial Intelligence Innovation Data Analytics 272

Smart Data Collective

AUGUST 15, 2022

Businesses are evolving and searching for newer ways to accomplish their goals, hence the need for artificial intelligence (AI). AI involves building smart machines to carry out tasks that typically need human intelligence, and AI simulates human intelligence using computer systems.

Cybersecurity 248

Cybersecurity Artificial Intelligence Customer Experience Customer Experience 248

Astera

MAY 5, 2023

McKinsey reports only 7% of banks are completely utilizing crucial analytics, which shows that a vast majority of financial institutions are not maximizing the potential of their data. AI can also automate data encryption, ensuring that sensitive data is protected both at rest and in transit.

Innovation 40

Innovation Data Management Artificial Intelligence Big Data 40

Smart Data Collective

JUNE 24, 2021

There is no getting around the growing concerns of data privacy. But artificial intelligence (AI) has helped solve them. However, in doing so, they also put the privacy and confidentiality of user’s data at the risk of unauthorized access. Apart from maximizing productivity, it increased the precision of performing tasks.

Artificial Intelligence 177

Artificial Intelligence Government Data Security Data Management 177

Smart Data Collective

JANUARY 9, 2023

Before understanding how this particular strategy can help organizations maximize their data’s value, it’s important to have a clear understanding of AI and machine learning.

Artificial Intelligence 316

Artificial Intelligence Innovation Business Intelligence Business Intelligence 316

The Data Administration Newsletter

FEBRUARY 21, 2024

Explainable AI refers to ways of ensuring that the results and outputs of artificial intelligence (AI) can be understood by humans. It contrasts with the concept of the “black box” AI, which produces answers with no explanation or understanding of how it arrived at them.

Artificial Intelligence 52

Artificial Intelligence Data Modelling Data Governance Data Visualization 52

Smart Data Collective

AUGUST 28, 2021

Data lakes have become quite popular due to the emerging use of Hadoop, which is an open-source software. If your organization does not favor open-source software, then moving data into data lakes could be challenging.

Data Warehouse 350

Data Warehouse Artificial Intelligence Data Management Planning 350

The Data Administration Newsletter

MAY 18, 2021

With increasing number of Internet of Things (IoT) getting connected and the ongoing boom in Artificial Intelligence (AI), Machine Learning (ML), Human Language Technologies (HLT) and other similar technologies, comes the demanding need for robust and secure data management in terms of data processing, data handling, data privacy, and data security.

Artificial Intelligence 98

Artificial Intelligence Data Security Data Management Data Architecture 98

The Data Administration Newsletter

JUNE 6, 2023

In the last few months, we have seen the wave of Artificial Intelligence break on the shores of wide-scale business adoption and mainstream media coverage of Large Language Models, most famously ChatGPT.

Artificial Intelligence 75

Artificial Intelligence Government Data Governance Data Management 75

The BAWorld

MARCH 11, 2024

SQL: Gain proficiency in SQL , a language for managing and manipulating relational databases. Write queries to retrieve specific data, generate reports, and gain deeper insights into business processes. Understand how SQL supports data management tasks like creating structures, updating records, and querying databases.

Skillset 90

Skillset Artificial Intelligence Cloud Computing Solution Evaluation 90

The Data Administration Newsletter

DECEMBER 20, 2022

The data world continues to change rapidly and you may want to consider these predictions when planning for the new year. The rise of generative AI startups: Generative artificial intelligence exploded in 2022. In this next year, we will see text […].

Artificial Intelligence 109

Artificial Intelligence Planning Data Architecture Big Data 109

The Data Administration Newsletter

OCTOBER 3, 2023

I also participated in an executive dinner and roundtable to focus on artificial intelligence (AI). During the CDM Media’s September 2023 Houston CDO and CIO/CISO Summit, I joined a group of business and IT leaders across various industries to share perspectives and best practices.

Artificial Intelligence 52

Artificial Intelligence Data Governance Cybersecurity Government 52

Astera

JANUARY 29, 2024

Securing data is not just about avoiding risks; it’s about building confidence.” ” Mishra advocates for robust data management as a fundamental defense against unauthorized access. Done well, this management is a powerful shield against unauthorized access,” Mishra adds.

Government 145

Government Data Warehouse Data Governance Artificial Intelligence 145

The Data Administration Newsletter

AUGUST 15, 2023

Artificial Intelligence (AI), Machine Learning (ML) and Large Language Models (LLM) have turned the world on its head. From finance to manufacturing to pharmaceuticals to retail, every industry is jumping on the AI/ML bandwagon. And for good reason. AI/ML applications can absorb […]

Data Governance 52

Data Governance Pharmaceutical Artificial Intelligence Government 52

Smart Data Collective

SEPTEMBER 4, 2023

Machine learning and artificial intelligence, for instance, can proactively detect anomalies or suspicious activities even before they pose real threats. By learning the typical patterns and behaviors within your document processing system, these technologies can alert you to potential breaches or vulnerabilities.

Documentation 259

Documentation Artificial Intelligence Monitoring Innovation 259

Smart Data Collective

AUGUST 18, 2021

For one, it has automated data entry capabilities powered by artificial intelligence (AI) and optical character recognition (OCR). It is chock-full of life cycle automation features — from commencement to data management, accounting and reporting, and end-term supervision. Image source: softwareconnect.com.

Big Data 307

Big Data Artificial Intelligence Portfolio Management Visualization 307

The Data Administration Newsletter

JULY 4, 2023

In today’s rapidly changing and advancing world of artificial intelligence (AI), generative AI, and large language models (LLMs), data has become the lifeblood of innovation. Data fuels algorithms, powers decision-making processes, and shapes the future impact of technology.

Data Governance 64

Data Governance Government Artificial Intelligence Innovation 64

Cprime

APRIL 11, 2024

– Telco leaders must focus on investment in AI capabilities, talent acquisition, adopting an agile operating model, technology infrastructure, data management, and ethical considerations. Technology Infrastructure and Data Management : A robust technology infrastructure that can support the demands of generative AI is essential.

Talent Acquisition 102

Talent Acquisition Innovation Customer Experience Customer Experience 102