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 113

AWS Natural Language Processing ML ML 113

AWS Machine Learning Blog

MARCH 29, 2023

Data ingestion and extraction Evaluation reports are prepared and submitted by UNDP program units across the globe—there is no standard report layout template or format.

AWS 90

AWS ML ML Data Classification 90

phData

JULY 1, 2024

The recent Snowflake Summit 2024 brought plenty of exciting upcoming features, GA announcements, strategic partnerships, and many more opportunities for customers on the Snowflake AI Data Cloud to innovate. If you are new to Snowflake Cortex AI, check out this introductory blog.

Python 52

Python Database Data Pipeline SQL 52

IBM Journey to AI blog

DECEMBER 20, 2023

Classification algorithms —predict categorical output variables (e.g., “junk” or “not junk”) by labeling pieces of input data. Classification algorithms include logistic regression, k-nearest neighbors and support vector machines (SVMs), among others. Explore the watsonx.ai

Machine Learning 92

Machine Learning Machine Learning Supervised Learning Clustering 92

ODSC - Open Data Science

MARCH 17, 2023

5 Ways to Ensure Compliance and Data Security in a Hybrid Workplace This blog post will explore five key strategies for ensuring data security and compliance in a hybrid workplace. Video of the Week: Automated Data Classification In this video, Alex Gorelik will be discussing automated data classification.

Deep Learning 52

Deep Learning Deep Learning Data Classification Machine Learning 52

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

Alation

JULY 13, 2021

The Five Pain Points of Moving Data to the Cloud. Data classification presents challenges when moving environments. Data governance is hard, especially when building trust and quality. Subscribe to Alation's Blog. Get the latest data cataloging news and trends in your inbox.

Cloud Data 52

Cloud Data Data Governance Data Warehouse Data Mining 52

IBM Journey to AI blog

DECEMBER 19, 2023

This is caused by: Multiple first-mile reviews to ensure no adverse business impacts, including privacy concerns, data classification, business continuity and regulatory compliance (and most of these are manual).

Data Classification 82

Data Classification 82

IBM Journey to AI blog

AUGUST 1, 2023

Foundation models can be trained to perform tasks such as data classification, the identification of objects within images (computer vision) and natural language processing (NLP) (understanding and generating text) with a high degree of accuracy. The platform comprises three powerful products: The watsonx.ai

AI 70

AI AI Machine Learning Machine Learning 70

AWS Machine Learning Blog

NOVEMBER 1, 2023

Organizations can search for PII using methods such as keyword searches, pattern matching, data loss prevention tools, machine learning (ML), metadata analysis, data classification software, optical character recognition (OCR), document fingerprinting, and encryption.

AWS 115

AWS Machine Learning Machine Learning ML 115

Alation

JUNE 14, 2021

Do we know the business outcomes tied to data risk management? These questions drive classification. Once you have data classification then you can talk about whether you need to tokenize and why, or anonymize and why, or encrypt and why, etc.” Subscribe to Alation's Blog. “What am I required to do?

Data Governance 97

Data Governance Data Lakes Data Classification Data Quality 97

IBM Journey to AI blog

MAY 28, 2024

Data protection policies and procedures Data protection policies help organizations outline their approach to data security and data privacy. Explore IBM’s data protection solution The post Data protection strategy: Key components and best practices appeared first on IBM Blog.

Data Classification 95

Data Classification Data Governance Algorithm 95

phData

OCTOBER 23, 2023

And if you want to apply a masking policy to a variant column, it’s a bit more complicated, especially with nested JSON data. In this blog, we will explore the difficulties of implementing Dynamic Data Masking for external virtual columns when working with simple and nested JSON data files.

Data Governance 52

Data Governance Python Data Classification Azure 52

Flipboard

JUNE 26, 2023

Create the FindMatches ML transform On the AWS Glue console, expand Data Integration and ETL in the navigation pane. Under Data classification tools, choose Record Matching. For more data and analytics blog posts, check out AWS Blogs. This will open the ML transforms page. Choose Create transform.

AWS 123

AWS ML ML ETL 123

AWS Machine Learning Blog

SEPTEMBER 24, 2024

Core security disciplines, like identity and access management, data protection, privacy and compliance, application security, and threat modeling, are still critically important for generative AI workloads, just as they are for any other workload.

AWS 102

AWS AI AI ML 102

IBM Journey to AI blog

OCTOBER 16, 2023

Contractual agreement and SLAs : When engaging with third-party vendors or cloud service providers, contractual agreements should explicitly address data sovereignty concerns. Service Level Agreements (SLAs) should detail how data will be collected, stored, processed and protected, aligning with the data sovereignty needs.

Data Governance 84

Data Governance Cloud Computing Data Classification Cloud Data 84

Pickl AI

DECEMBER 4, 2024

.” The Perceptron would analyse various features of the email, such as the presence of certain keywords or the sender’s address, assigning weights to these features to determine the final classification. Key Takeaways A Perceptron mimics biological neurons for data classification. How Does a Perceptron Work?

Machine Learning 52

Machine Learning Machine Learning Supervised Learning Data Classification 52

AWS Machine Learning Blog

MARCH 27, 2025

model_id = "anthropic.claude-3-5-sonnet-20240620-v1:0" # Load the prompt from a file (showed and explained later in the blog) with open('prompt.txt', 'r') as file: data = file.read() def callBedrock(body): # Format the request payload using the model's native structure. client = boto3.client("bedrock-runtime",

AWS 108

AWS ETL ML ML 108

Dataversity

SEPTEMBER 7, 2023

A recent example is the MOVEit breach, in which hackers stole data from customers of the MOVEit file transfer service. One reason for the parade […] The post Why Your Enterprise Needs Data-Centric Cybersecurity (and How to Achieve It) appeared first on DATAVERSITY. Hardly a week goes by without news of another cybercrime.

Data Classification 111

Data Classification 111

phData

FEBRUARY 16, 2023

This is due to a number of reasons, which we covered in a previous blog post , but in short, it’s primarily due to a need to accelerate platform adoption outside of central IT teams. When used with the Snowflake Data Cloud , dbt Cloud is the perfect match for our customers looking to scale and grow platform adoption.

Database 52

Database Azure Data Classification Data Governance 52

phData

FEBRUARY 14, 2023

To keep up with the rapidly growing Insurance industry and its increasing data and compute needs, it’s important to centralize data from multiple sources while maintaining high performance and concurrency. Masked data provides a cost-effective way to help test if a system or design will perform as expected in real-life scenarios.

Data Governance 52

Data Governance Data Silos Predictive Analytics Data Wrangling 52

AWS Machine Learning Blog

DECEMBER 5, 2023

Amazon Comprehend support both synchronous and asynchronous options, if real-time classification isn’t required for your use case, you can submit a batch job to Amazon Comprehend for asynchronous data classification. For this use case, you create an endpoint to make your custom model available for real-time analysis.

AWS 122

AWS ML ML Machine Learning 122

AWS Machine Learning Blog

AUGUST 3, 2023

Data classification, extraction, and analysis can be challenging for organizations that deal with volumes of documents. Traditional document processing solutions are manual, expensive, error prone, and difficult to scale.

AWS 94

AWS AI AI ML 94

IBM Journey to AI blog

JULY 3, 2024

Align your data strategy to a go-forward architecture, with considerations for existing technology investments, governance and autonomous management built in. Look to AI to help automate tasks such as data onboarding, data classification, organization and tagging.

AI 45

AI Data Quality AI Database 45

Alation

MARCH 1, 2022

Coupled together, Alation’s OCF SDK and improved API Developer Portal, improves the flexibility and extensibility of Alation Data Catalog. Data classification via tags is a simple yet powerful capability. It enables users to search & filter, apply data policies, certify data, and so much more.

Data Warehouse 52

Data Warehouse Data Lakes Cloud Data Database 52

Alation

AUGUST 11, 2021

A tall order, but Anthony and his team had a plan: build a data governance foundation. This entailed surveying the data ecosystem of the entire organization and creating data classification, retention, and quality standards, including data certification. Subscribe to Alation's Blog.

Data Governance 52

Data Governance Data Warehouse Data Classification Cloud Data 52

Pickl AI

SEPTEMBER 3, 2024

Summary: Artificial Neural Network (ANNs) are computational models inspired by the human brain, enabling machines to learn from data. This blog explores their core components, responsibilities, and applications across various industries. Similarly, in healthcare, ANNs can predict patient outcomes based on historical medical data.

Natural Language Processing 52

Natural Language Processing Machine Learning Machine Learning Deep Learning 52

phData

JUNE 20, 2024

It is the ideal single source of truth to support analytics and drive data adoption – the foundation of the data culture! In this blog, we’ll walk you through how to build a sustainable data culture with Snowflake. Understanding Data Culture A data culture is really about people having trust in the data.

Data Governance 52

Data Governance Analytics Analytics Power BI 52

IBM Journey to AI blog

JULY 7, 2023

Best practices for proactive data security Best cybersecurity practices mean ensuring your information security in many and varied ways and from many angles. Here are some data security measures that every organization should strongly consider implementing. Define sensitive data. Establish a cybersecurity policy.

Data Governance 40

Data Governance Data Lakes Database Cloud Computing 40

phData

JANUARY 15, 2024

Security is the protective shield that guards your data against hackers and unauthorized access, while Compliance is a set of rules and guidelines that ensures data is handled correctly by following laws, ethics, and industry standards. Together, they ensure your data is protected while not breaking any rules.

Data Governance 52

Data Governance Database Data Warehouse Cloud Computing 52

Alation

OCTOBER 28, 2021

Alation’s Data Governance App then helps you create the policies and procedures needed to make sure that the right data is used and that it is used properly. They are then able to create a direct connection with people whose job it is to help them get their data needs met, no matter who you are or where you are in the business”.

Data Governance 52

Data Governance Database Data Quality Data Classification 52

Alation

AUGUST 26, 2021

So how does data intelligence support governance? Examples of governance features that leverage data intelligence include: A business glossary, with automated data classification, to align teams on key terms. Data lineage tracking and impact analysis reports to show transformation over time. Data curation.

Data Governance 64

Data Governance ML ML Augmented Analytics 64

Dataversity

FEBRUARY 9, 2022

“Data Governance” is such an interesting term. As data started becoming more critical to business in the last few years, this idea was introduced to define the business processes necessary to comply with regulatory requirements.

Data Governance 52

Data Governance Data Classification Data Quality 52

Flipboard

MARCH 21, 2025

Traditionally, answering this question would involve multiple data exports, complex extract, transform, and load (ETL) processes, and careful data synchronization across systems.

SQL 140

SQL Data Analyst Data Warehouse AWS 140