Dataconomy

DECEMBER 25, 2024

Data Collection Information is gathered from various sources, including EHRs, patient registries, and administrative records. Data Analysis Algorithms are applied to detect patterns and trends. Data privacy and security Healthcare data breaches are increasingly common, with over 82.6

Analytics 91

Analytics Analytics Predictive Analytics Machine Learning 91

Data Science Dojo

MARCH 8, 2024

Extensive testing and audits must safeguard against unfair biases lurking in data or algorithms. AI algorithms are designed to detect patterns in data. If the training data contains biases, the algorithm will propagate them. However, without oversight, autonomous AI could diminish human empowerment.

AI 195

AI AI Algorithm Natural Language Processing 195

Dataconomy

MARCH 17, 2025

It enhances traditional data analytics by allowing users to derive actionable insights quickly and efficiently. These algorithms continuously learn and improve, which helps in recognizing trends that may otherwise go unnoticed. Enhancing data literacy within organizations is crucial for maximizing the potential of augmented analytics.

Augmented Analytics 91

Augmented Analytics Analytics Analytics Natural Language Processing 91

Dataversity

FEBRUARY 15, 2022

Good Data Governance is often the difference between an organization’s success and failure. And from a digital transformation standpoint, many view technologies like AI, robotics, and big data as being critical for helping companies and their boards to respond to events quicker than ever.

Data Governance 59

Data Governance Big Data Big Data AI 59

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 Artificial Intelligence Artificial Intelligence AI 64

Data Science Dojo

JULY 2, 2024

It is a form of AI that learns, adapts, and improves as it encounters changes, both in data and the environment. Unlike traditional AI, which follows set rules and algorithms and tends to fall apart when faced with obstacles, adaptive AI systems can modify their behavior based on their experiences. What is Adaptive AI?

AI 195

AI AI Algorithm Machine Learning 195

Alation

NOVEMBER 11, 2021

As IT leaders oversee migration, it’s critical they do not overlook data governance. Data governance is essential because it ensures people can access useful, high-quality data. Therefore, the question is not if a business should implement cloud data management and governance, but which framework is best for them.

Data Governance 52

Data Governance Cloud Data Data Quality Azure 52

Data Science Dojo

FEBRUARY 13, 2025

Data Engineering & Cloud AI Explore real-world case studies on scalable data architectures, cloud-based AI models, and real-time analytics solutions. Responsible AI & Data Governance Understand the evolving landscape of AI ethics, data privacy laws, and secure AI implementation.

AI 250

AI AI Big Data Big Data 250

Dataconomy

FEBRUARY 12, 2024

AI-driven automation streamlines data processing by automating repetitive tasks, reducing manual intervention, and accelerating time-to-insight. Machine Learning algorithms aid in data mapping, cleansing, and predictive transformations, ensuring higher accuracy and efficiency in handling complex data transformations.

ETL 195

ETL Data Governance Machine Learning Machine Learning 195

ODSC - Open Data Science

JANUARY 9, 2024

This will become more important as the volume of this data grows in scale. Data Governance Data governance is the process of managing data to ensure its quality, accuracy, and security. Data governance is becoming increasingly important as organizations become more reliant on data.

Data Engineering 97

Data Engineering Data Engineering Data Engineer Data Engineering 97

IBM Journey to AI blog

JULY 5, 2024

By using advanced language models and machine learning algorithms, gen AI can automate and streamline a wide range of finance processes, from financial analysis and reporting to procurement, and accounts payable. AI and gen AI initiatives can only be as successful as the underlying data permits.

AI 120

AI AI Data Governance Machine Learning 120

Dataconomy

SEPTEMBER 4, 2023

Predictive analytics: Predictive analytics leverages historical data and statistical algorithms to make predictions about future events or trends. Machine learning and AI analytics: Machine learning and AI analytics leverage advanced algorithms to automate the analysis of data, discover hidden patterns, and make predictions.

Analytics 203

Analytics Analytics Big Data Analytics Big Data Analytics 203

Towards AI

DECEMBER 20, 2024

The remaining 30% covers such categories as technology (20%) and AI algorithms (10%). The way leaders overcome these challenges is by investing in workforce enablement and training programs as well as building a culture in which data-backed decisions are valued. Source: Image by SuPatMaN on Shutterstock […]

AI 119

AI AI Algorithm Data Governance 119

Pickl AI

JANUARY 12, 2025

A generative AI company exemplifies this by offering solutions that enable businesses to streamline operations, personalise customer experiences, and optimise workflows through advanced algorithms. Data forms the backbone of AI systems, feeding into the core input for machine learning algorithms to generate their predictions and insights.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI AI 52

Dataversity

OCTOBER 25, 2023

We exist in a diversified era of data tools up and down the stack – from storage to algorithm testing to stunning business insights.

Data Quality 104

Data Quality Data Preparation Algorithm Data Silos 104

Precisely

JULY 1, 2024

But unlike clustering, here the data analysts would have the knowledge of different classes or cluster. So, in classification analysis you would apply algorithms to decide how new data should be classified. In Outlook, they use certain algorithms to characterize an email as legitimate or spam.

Data Mining 52

Data Mining Data Mining Data Mining Clustering 52

AWS Machine Learning Blog

MAY 9, 2024

These encompass a holistic approach, covering data governance, model development, ethical deployment, and ongoing monitoring, reinforcing the organization’s commitment to responsible and ethical AI/ML practices. Data governance is essential for AI applications, because these applications often use large amounts of data.

ML 130

ML ML AI AI 130

ODSC - Open Data Science

APRIL 28, 2023

As much as data quality is critical for AI, AI is critical for ensuring data quality, and for reducing the time to prepare data with automation. Data quality also works hand in hand with data governance.

ML 98

ML ML Data Silos Data Quality 98

Dataversity

JULY 21, 2022

Despite its many benefits, the emergence of high-performance machine learning systems for augmented analytics over the last 10 years has led to a growing “plug-and-play” analytical culture, where high volumes of opaque data are thrown arbitrarily at an algorithm until it yields useful business intelligence. Let’s discuss it. […].

Machine Learning 98

Machine Learning Machine Learning Augmented Analytics Business Intelligence 98

AWS Machine Learning Blog

JANUARY 13, 2023

Machine learning (ML) presents an opportunity to address some of these concerns and is being adopted to advance data analytics and derive meaningful insights from diverse HCLS data for use cases like care delivery, clinical decision support, precision medicine, triage and diagnosis, and chronic care management.

AWS 93

AWS Analytics Analytics Machine Learning 93

Towards AI

OCTOBER 7, 2023

One algorithm could maximize efficiency but at the cost of privacy. The other safeguards personal data but lacks speed. If you were Sarah, which algorithm would you choose? Privacy and Data Governance means that personal data is protected, and systems are designed and operated in ways that respect individual privacy.

AI 64

AI AI Data Governance Algorithm 64

IBM Journey to AI blog

OCTOBER 12, 2023

They’re built on machine learning algorithms that create outputs based on an organization’s data or other third-party big data sources. Sometimes, these outputs are biased because the data used to train the model was incomplete or inaccurate in some way. And that makes sense.

AI 93

AI AI Data Scientist Data Governance 93

Precisely

SEPTEMBER 26, 2024

However, achieving success in AI projects isn’t just about deploying advanced algorithms or machine learning models. The real challenge lies in ensuring that the data powering your projects is AI-ready. Above all, you must remember that trusted AI starts with trusted data.

AI 75

AI AI Data Governance Data Quality 75

Data Science Dojo

OCTOBER 10, 2023

These events often showcase how AI is being practically applied across diverse sectors – from enhancing healthcare diagnostics to optimizing financial algorithms and beyond. Sharpening your axe : We come across people often who transitioned from a traditional IT role into an AI specialist?

AI 243

AI AI Data Observability Artificial Intelligence 243

Precisely

SEPTEMBER 30, 2024

Data enrichment adds context to existing information, enabling business leaders to draw valuable new insights that would otherwise not have been possible. Managing an increasingly complex array of data sources requires a disciplined approach to integration, API management, and data security.

Data Quality 52

Data Quality Data Governance Machine Learning Machine Learning 52

Alation

JUNE 9, 2021

In this four-part blog series on data culture, we’re exploring what a data culture is and the benefits of building one, and then drilling down to explore each of the three pillars of data culture – data search & discovery, data literacy, and data governance – in more depth.

Data Governance 59

Data Governance Database Cloud Data Machine Learning 59

Precisely

JANUARY 23, 2023

Data democratization is receiving more attention than ever, and data analytics is becoming a central element in compliance, including ESG reporting. Data governance is going mainstream as well, prompting companies to focus more attention on managing data quality at scale.

Data Quality 52

Data Quality Data Governance ML ML 52

IBM Journey to AI blog

AUGUST 15, 2023

A common phrase you’ll hear around AI is that artificial intelligence is only as good as the data foundation that shapes it. Therefore, a well-built AI for business program must also have a good data governance framework. Doing so allows your organization the ability to scale with trust and transparency.

Artificial Intelligence 93

Artificial Intelligence Artificial Intelligence AI AI 93

Precisely

MAY 8, 2023

Reduce errors, save time, and cut costs with a proactive approach You need to make decisions based on accurate, consistent, and complete data to achieve the best results for your business goals. That’s where the Data Quality service of the Precisely Data Integrity Suite can help. How does it work for real-world use cases?

Data Observability 52

Data Observability Data Governance Data Quality Machine Learning 52

Alation

APRIL 14, 2022

Semantics, context, and how data is tracked and used mean even more as you stretch to reach post-migration goals. This is why, when data moves, it’s imperative for organizations to prioritize data discovery. Data discovery is also critical for data governance , which, when ineffective, can actually hinder organizational growth.

Data Governance 59

Data Governance ML ML Cloud Data 59

Alation

MAY 12, 2023

So when leading software review site TrustRadius announced that we had won their “Top Rated” awards in Data Catalog , Data Collaboration, Data Governance , and Metadata Management we were thrilled, but not surprised, since usability has been core to Alation’s product DNA since day 1. What does “Top Rated” mean?

Data Governance 52

Data Governance Tableau Power BI Business Intelligence 52

Dataversity

MAY 31, 2024

Data: Data is number, characters, images, audio, video, symbols, or any digital repository on which operations can be performed by a computer. Algorithm: An algorithm […] The post 12 Key AI Patterns for Improving Data Quality (DQ) appeared first on DATAVERSITY.

Data Quality 59

Data Quality AI AI Algorithm 59

IBM Journey to AI blog

OCTOBER 30, 2023

Real-time data analytics helps in quick decision-making, while advanced forecasting algorithms predict product demand across diverse locations. AWS’s scalable infrastructure allows for rapid, large-scale implementation, ensuring agility and data security.

AWS 95

AWS AI AI Data Warehouse 95

Pickl AI

OCTOBER 18, 2023

Data Enrichment Services Enrichment tools augment existing data with additional information, such as demographics, geolocation, or social media profiles. This enhances the depth and usefulness of the data. It defines roles, responsibilities, and processes for data management.

Data Quality 52

Data Quality ML ML Machine Learning 52

Tableau

FEBRUARY 14, 2022

This kind of technology investment enables a broader set of data users to get value from your data within one platform—from business users doing traditional reporting and real-time analysis to data scientists working with algorithms for personalization, automation, and forecasting demand.

AI 98

AI AI Tableau Data Scientist 98

Pickl AI

SEPTEMBER 17, 2024

By leveraging Machine Learning algorithms and predictive analytics, AI-powered cybersecurity solutions can proactively identify and mitigate risks, providing a more robust and adaptive defence against cyber criminals. As cyber attacks become more sophisticated and frequent, traditional security methods are struggling to keep up.

AI 52

AI AI Machine Learning Machine Learning 52

Chatbots Life

MAY 23, 2023

Enacting data protection and privacy regulations: Governments can implement regulations that protect individuals’ data and privacy, including requiring organizations to obtain consent for data collection and use and ensuring data anonymization.

AI 82

AI AI Data Governance Algorithm 82