Dataconomy

APRIL 13, 2025

Effective data collection sets the foundation for all subsequent stages. Identifying multiple data sources: Recognizing diverse channels such as databases, files, and online resources enhances data richness. Merging data sources: Integrating disparate data into a unified dataset is crucial for comprehensive analysis.

Machine Learning 91

Machine Learning Machine Learning Data Wrangling Data Classification 91

The Data Administration Newsletter

SEPTEMBER 19, 2023

Information technology (IT) plays a vital role in data governance by implementing and maintaining strategies to manage, protect, and responsibly utilize data. Through advanced technologies and tools, IT ensures that data is securely stored, backed up, and accessible to authorized personnel.

Data Governance 81

Data Governance Data Classification Data Quality 81

Smart Data Collective

MAY 16, 2022

Data management software helps in reducing the cost of maintaining the data by helping in the management and maintenance of the data stored in the database. It also helps in providing visibility to data and thus enables the users to make informed decisions.

Data Warehouse 136

Data Warehouse Data Mining Data Mining Data Mining 136

Smart Data Collective

OCTOBER 31, 2022

These vicious attacks left consumers’ information compromised and companies unable to access the essential resources they need to operate. It’s the process of sending out fraudulent emails, texts, or phone calls disguised as a legitimate company with the hopes of gathering information. Reusing Passwords.

Data Classification 143

Data Classification Big Data Big Data 143

Smart Data Collective

APRIL 30, 2021

The easiest way for hackers to obtain sensitive information from your business is through plain text. You can make it difficult for them to obtain anything valuable simply by scrambling the data that travels to and from your server. You just need to find encryption software based on your industry and your data traffic volume.

Data Classification 107

Data Classification 107

Flipboard

JANUARY 4, 2025

This study proposes a novel text classification model, MBConv-CapsNet, to address large-scale text data classification issues in the Internet era.

Data Classification 65

Data Classification Analytics Analytics Computer Science 65

Dataconomy

MARCH 27, 2025

It can denote how finely data is broken down or categorized, which holds relevance in various contexts such as marketing, software engineering, and data analysis. Understanding data classification is essential to making informed decisions based on the data’s granularity level.

Data Analysis 91

Data Analysis Data Analysis Data Classification Analytics 91

The Data Administration Newsletter

OCTOBER 31, 2023

The concept of “walking the data factory” drew a great deal of interest during our recent DGPO webinar on data classification as part of a holistic governance program. We discussed ways to connect the stove-piped worlds of data governance and information governance under a common governance classification.

Data Governance 59

Data Governance Data Classification Big Data Big Data 59

Smart Data Collective

JANUARY 9, 2023

From keeping customer information private to ensuring that financial data is safe and secure, corporate databases can play an essential role in a corporation’s ability to succeed. SQL is a query language, which means it retrieves or changes information from a database through queries.

Database 112

Database SQL Python Data Scientist 112

Precisely

MAY 12, 2025

Then, its easier to trust and use that data effectively across the business. Leverage AI-driven discovery tools: Advanced AI-powered solutions can help you improve accuracy and reduce the manual work involved with data classification, discovery, and relationship mapping.

Data Quality 64

Data Quality Data Classification Data Governance Artificial Intelligence 64

AWS Machine Learning Blog

NOVEMBER 1, 2023

Today, personally identifiable information (PII) is everywhere. It refers to any data or information that can be used to identify a specific individual. It’s a critical component of modern data management and cybersecurity practices. PII is in emails, slack messages, videos, PDFs, and so on.

AWS 127

AWS Machine Learning Machine Learning ML 127

Dataconomy

MARCH 17, 2025

Logistic regression Logistic regression is designed for binary classification tasks, predicting the likelihood of an event occurring based on input variables. It enhances data classification by increasing the complexity of input data, helping organizations make informed decisions based on probabilities.

Decision Trees 91

Decision Trees Predictive Analytics Data Preparation Machine Learning 91

Towards AI

MAY 3, 2023

Vector databases are specialized databases designed to efficiently store and retrieve high-dimensional information, such as vectors. By leveraging the similarities between these tasks, the LLM can access information about the algorithms used, the datasets employed, and other parameters and weights utilized in the previous ML task.

ML 96

ML ML Machine Learning Machine Learning 96

AWS Machine Learning Blog

MARCH 29, 2023

In this post, we discuss how the IEO developed UNDP’s artificial intelligence and machine learning (ML) platform—named Artificial Intelligence for Development Analytics (AIDA)— in collaboration with AWS, UNDP’s Information and Technology Management Team (UNDP ITM), and the United Nations International Computing Centre (UNICC).

AWS 98

AWS ML ML Data Classification 98

Dataconomy

MAY 18, 2023

Understanding security issues in cloud computing is vital for informed decision-making Lack of clear visibility Due to the placement of an organization’s cloud-based resources outside their corporate network and reliance on third-party infrastructure, conventional network visibility tools prove ineffective in cloud environments.

Cloud Computing 155

Cloud Computing Data Classification Cloud Data Analytics 155

IBM Data Science in Practice

APRIL 26, 2024

Metadata Enrichment: Empowering Data Governance Data Quality Tab from Metadata Enrichment Metadata enrichment is a crucial aspect of data governance, enabling organizations to enhance the quality and context of their data assets. This dataset spans a wide range of ages, from teenagers to senior citizens.

SQL 130

SQL Data Quality Data Governance Data Scientist 130

Dataconomy

AUGUST 31, 2023

The classification model learns from the training data, identifying the distinguishing characteristics between each class, enabling it to make informed predictions. Classification in machine learning can be a versatile tool with numerous applications across various industries. Next, you need to select a model.

Machine Learning 136

Machine Learning Machine Learning Supervised Learning Algorithm 136

AWS Machine Learning Blog

SEPTEMBER 24, 2024

However, such models alone are not sufficient due to legal and ethical concerns around data privacy. Legal tech professionals, like any other business handling sensitive customer information, require robust security and confidentiality practices. Security and confidentiality are of paramount importance in the legal field.

AWS 106

AWS AI AI ML 106

Flipboard

APRIL 22, 2025

Whether youre responding to Requests for Information (RFIs), RFPs, or creating unsolicited proposals, the right RAG solution can help you tap into your organizations collective knowledge and past successes to generate high-quality responses and proposals in hours rather than days.

AWS 73

AWS AI AI Data Classification 73

IBM Journey to AI blog

MAY 28, 2024

A data protection strategy is a set of measures and processes to safeguard an organization’s sensitive information from data loss and corruption. Its principles are the same as those of data protection—to protect data and support data availability. Encryption is critical to data security.

Data Classification 95

Data Classification Data Governance Algorithm 95

AWS Machine Learning Blog

DECEMBER 5, 2023

Structured data, defined as data following a fixed pattern such as information stored in columns within databases, and unstructured data, which lacks a specific form or pattern like text, images, or social media posts, both continue to grow as they are produced and consumed by various organizations. in the notebook.

AWS 130

AWS ML ML Machine Learning 130

AWS Machine Learning Blog

JANUARY 22, 2025

Advancements in multi-modal large language models (MLLMs), like Anthropics state-of-the-art Claude 3 , offer cutting-edge computer vision techniques, enabling Anthropics Claude to interpret visual information and understand the relationships, activities, and broader context depicted in images.

AWS 118

AWS AI AI Machine Learning 118

AWS Machine Learning Blog

AUGUST 3, 2023

Data classification, extraction, and analysis can be challenging for organizations that deal with volumes of documents. In addition to existing capabilities, businesses need to summarize specific categories of information, including debit and credit data from documents such as financial reports and bank statements.

AWS 97

AWS AI AI ML 97

Pickl AI

APRIL 13, 2025

Pattern Recognition and Prediction Classification algorithms excel at recognizing patterns in data, which is crucial for: Predictive Analytics : By learning from historical data, classification models can predict future outcomes.

Machine Learning 52

Machine Learning Machine Learning Decision Trees K-nearest Neighbors 52

phData

OCTOBER 23, 2023

We’ll also discover how to govern your organization’s and your customers’ sensitive and private information on a large scale. So, let’s mask the variant data itself and see if all other data elements get marked automatically or not.

Data Governance 52

Data Governance Python Data Classification Azure 52

IBM Journey to AI blog

AUGUST 1, 2023

A foundation model is built on a neural network model architecture to process information much like the human brain does. And data stores that take advantage of third-party providers’ cloud and hybrid cloud infrastructures for processing a vast amount of data are critical to generative AI cost-efficiency.

AI 70

AI AI Machine Learning Machine Learning 70

Alation

JULY 13, 2021

Complex data management is on the rise. The Five Pain Points of Moving Data to the Cloud. She has written hundreds of articles on data mining and information technology. Dr. Halper attributes this increase of complex data management to the growing importance of analytics. Fern Halper, Ph.D.

Cloud Data 52

Cloud Data Data Governance Data Warehouse Data Mining 52

Alation

OCTOBER 28, 2021

Leaders are asking how they might use data to drive smarter decision making to support this new model and improve medical treatments that lead to better outcomes. Healthcare organizations need to manage and protect sensitive information in a consistent, secure, and organized way. Yet this is not without risks.

Data Governance 52

Data Governance Database Data Quality Data Classification 52

AWS Machine Learning Blog

NOVEMBER 22, 2023

By storing less volatile data on technologies designed for efficient long-term storage, you can optimize your storage footprint. For archiving data or storing data that changes slowly, Amazon S3 Glacier and Amazon S3 Glacier Deep Archive are available.

AWS 123

AWS Natural Language Processing ML ML 123

Alation

MAY 16, 2023

Many organizations use data visualization to identify patterns or consumer trends and communicate findings to stakeholders better. Data Integration A data pipeline can be used to gather data from various disparate sources in one data store. Checking the data quality before and after the cleansing steps is critical.

Data Pipeline 69

Data Pipeline Data Governance Data Lakes Data Warehouse 69

IBM Journey to AI blog

OCTOBER 16, 2023

Digital sovereignty encompasses three main streams: Operational sovereignty refers to transparency and control of provider’s operational processes and eliminates bad actors or processes which will malign access and quality of valuable information.

Data Governance 84

Data Governance Cloud Computing Data Classification Cloud Data 84

IBM Journey to AI blog

DECEMBER 19, 2023

Enlist enterprise records teams to study a set of data classification and retention patterns and enlist FinOps teams to assess for appropriate tagging and quota adherence. Build AuthN/AuthZ integration patterns that abstract nuances and standardize authentication and authorization of applications, data and services.

AWS 91

AWS Data Classification Data Preparation 91

Pickl AI

DECEMBER 4, 2024

Key Takeaways A Perceptron mimics biological neurons for data classification. Medical Diagnosis Perceptrons are utilized in medical diagnosis to classify patient data into categories such as “healthy” or “diseased.” It uses weighted inputs to determine output decisions.

Machine Learning 52

Machine Learning Machine Learning Supervised Learning Data Classification 52

phData

JANUARY 15, 2024

PCI-DSS (Payment Card Industry Data Security Standard): Ensuring your credit card information is securely managed. HITRUST: Meeting stringent standards for safeguarding healthcare data. ISO/IEC 27001, ISO 27017:2015, and ISO 27018:2019: Adhering to international standards for information security.

Data Governance 52

Data Governance Database Data Warehouse Cloud Computing 52

phData

FEBRUARY 14, 2023

Its built-in security and governance features help insurance companies to govern and efficiently handle large varieties of data in massive volumes. Snowflake empowers the insurance industry to efficiently store and analyze customer information, including claims, policy, and financial data.

Data Governance 52

Data Governance Data Silos Predictive Analytics Data Scientist 52

phData

JULY 1, 2024

This integration includes NVIDIA’s NeMo Retriever, which would bring performant information retrieval for building RAG-based applications , and Triton Inference Server, which can deploy and run AI inference at scale. FAQs How can I stay informed about the release of all upcoming features? Contact phData!

Python 52

Python Database Data Pipeline SQL 52

Precisely

SEPTEMBER 5, 2023

MDM offers a unified reference point that can harmonize and synchronize the customer information stored and maintained in those various systems. An MDM consolidates important domain data into unique or linked instances (e.g. In addition to managing master data, every business must also handle a variety of data from other sources.

Data Governance 52

Data Governance Data Quality Cloud Computing Data Classification 52