O'Reilly on Data

MARCH 7, 2019

Computers will get as good as humans in complex tasks like reading comprehension, language translation, and creative writing. Not only will named entity recognition or entity resolution models fail, but even basic tasks such as tokenization , part of speech tagging , and sentence segmentation will fail for the majority of sentences.

Deep Learning 279

Deep Learning Testing Machine Learning Modeling 279

Smart Data Collective

AUGUST 25, 2021

Meanwhile, in education, the University of Michigan created an AI program that reviews writing submissions and recommends revisions. The Style Match feature in its mobile app enables users to upload a picture. Image Tagging. Like visual search, image tagging also uses visual recognition technology. Image source.

Visualization 145

Visualization Sales Marketing Technology 145

AWS Big Data

JANUARY 18, 2024

We announced our new features and capabilities during AWS re:Invent 2023, as is our custom every year. AWS Glue crawlers classify data to determine the format, schema, and associated properties of the raw data, group data into tables or partitions, and write metadata to the Data Catalog. Bien intégré!

Data Lake 119

Data Lake Metadata Data Governance Statistics 119

AWS Big Data

MAY 24, 2023

Apache Iceberg is an open table format for large datasets in Amazon Simple Storage Service (Amazon S3) and provides fast query performance over large tables, atomic commits, concurrent writes, and SQL-compatible table evolution. Amazon S3 uses object tagging to categorize storage where each tag is a key-value pair. With the s3.delete.tags

Data Lake 98

Data Lake Snapshot Metadata Optimization 98

AWS Big Data

SEPTEMBER 13, 2024

In this post, we share how we built a well-governed and scalable data engineering platform using Amazon EMR for financial features generation. To share data to our internal consumers, we use AWS Lake Formation with LF-Tags to streamline the process of managing access rights across the organization.

Interactive 109

Interactive Strategy Cost-Benefit Data Governance 109

Smart Data Collective

MARCH 5, 2022

This tools handles a lot of the data analytics and automation features for you. It uses complex data analytics features. You can learn more about their batch automation features here. You can write a blog from anywhere in the world and you don’t need a large intial investment to do it either.

Data mining 145

Data mining Big Data Data-driven Data Science 145

Rocket-Powered Data Science

MARCH 10, 2020

In 2019, I was asked to write the Foreword for the book “ Graph Algorithms: Practical Examples in Apache Spark and Neo4j “ , by Mark Needham and Amy E. I wrote an extensive piece on the power of graph databases, linked data, graph algorithms, and various significant graph analytics applications.

Metadata 250

Metadata Machine Learning Prescriptive Analytics ROI 250

AWS Big Data

OCTOBER 10, 2024

Over the years, this customer-centric approach has led to the introduction of groundbreaking features such as zero-ETL , data sharing , streaming ingestion , data lake integration , Amazon Redshift ML , Amazon Q generative SQL , and transactional data lake capabilities. These tags provide additional context about the user running the queries.

Data Lake 121

Data Lake Data Warehouse Recreation/Entertainment Data-driven 121

AWS Big Data

SEPTEMBER 19, 2023

We use Amazon DynamoDB as our online feature store due to its millisecond performance and scalability. The Amazon DynamoDB online feature store supports real-time inference with single digit millisecond query latency. We use Amazon Simple Storage Service (Amazon S3) as our offline feature store.

Analytics 110

Analytics Risk Big Data Machine Learning 110

AWS Big Data

JANUARY 31, 2023

In this post, we are excited to summarize the features that the AWS Glue Data Catalog, AWS Glue crawler, and Lake Formation teams delivered in 2022. The second method uses LF-Tags, where users can create and associate LF-Tags to databases and tables and grant permission to IAM principals using LF-Tag policies and expressions.

Data Lake 98

Data Lake Data Governance Data Architecture Machine Learning 98

AWS Big Data

DECEMBER 4, 2024

The post will include details on how to perform read/write data operations against Amazon S3 tables with AWS Lake Formation managing metadata and underlying data access using temporary credential vending. In the LF-Tags or catalog resources section, select Named Data Catalog resources : Select for Catalogs. Replace with AWS account ID.

Data Lake 116

Data Lake Metadata Insurance Data-driven 116

CIO Business Intelligence

SEPTEMBER 26, 2024

In a separate post explaining the change, Microsoft said, “We are encouraging customers to transition to Dynamics 365 Business Central, which offers advanced AI tools and robust security features to help businesses thrive in the new era of cloud and AI computing.” The message from ERP vendors is clear: get on our cloud now, or else. “If

Risk 130

Risk Enterprise Strategy Software 130

Ontotext

MARCH 19, 2021

In terms of facilitating use, metadata and packaging also share similar features. For example, consider formatting tags. In HTML, the formatting tags can go even further and can be used not only to define the visual appearance of the text, but also to add semantic value to it. Metadata facilitates the use of data.

Metadata 124

Metadata Publishing Enterprise Management 124

datapine

NOVEMBER 19, 2019

One of the most imperative features of social BI is its ability to create self-served and user-generated analysis, coupled with the application of business user knowledge. Discovery and documentation serve as key features in collaborative BI. Brings out all her thoughts and love in writing blogs on IoT, software, technology, etc.

Business Intelligence 146

Business Intelligence Knowledge Discovery Dashboards Unstructured Data 146

AWS Big Data

JULY 20, 2023

We illustrate a cross-account sharing use case, where a Lake Formation steward in producer account A shares a federated Hive database and tables using LF-Tags to consumer account B. The admin continues to set up Lake Formation tag-based access control (LF-TBAC) on the federated Hive database and share it to account B. Choose Grant.

Data Lake 98

Data Lake Metadata Data Processing Big Data 98

AWS Big Data

FEBRUARY 26, 2025

S3 Metadata supports object metadata, which includes system-defined details like size and the source of the object, and custom metadata, which allows you to use tags to annotate your objects with information like product SKU, transaction ID, or content rating, for example. Additionally, the connector uses the AWS SDK for Java 2.x

Analytics 61

Analytics Data Lake Metadata Data Warehouse 61

Occam's Razor

FEBRUARY 22, 2011

We can also measure the number of phone calls that were placed to Budget, using, in this case, the Google Call Metrics feature. You Do Nothing: No tags of sites + No encoding URLs with campaigns parameters. With this report, and not additional tagging etc., You Do Something: Tag the conversion page + Auto-tag campaigns URLs.

Analytics 113

Analytics Advertising Metrics Measurement 113

AWS Big Data

SEPTEMBER 12, 2024

Along with the Glue Data Catalog’s automated compaction feature, these storage optimizations can help you reduce metadata overhead, control storage costs, and improve query performance. Iceberg has features like time travel and rollback that allow you to query data lake snapshots or roll back to previous versions.

Optimization 129

Optimization Snapshot Metadata Metrics 129

AWS Big Data

OCTOBER 25, 2023

These services write the output to a data lake. You can also create an access point with the access point policy configured to only allow access to objects with a defined prefix or to objects with specific tags. The steps of the workflow are as follows: Integrated AI services extract data from the unstructured data.

Unstructured Data 133

Unstructured Data Metadata Management Analytics 133

O'Reilly on Data

JULY 28, 2020

It had similar problems with other images of Black and Hispanic people, frequently giving them White skin and facial features. And why are we not surprised that these issues show up all the time, in applications ranging from COMPAS to the Google app that tagged Black people as gorillas? They are predominantly White and male.

Testing 160

Testing Statistics Recreation/Entertainment Software 160

Cloudera

JANUARY 21, 2022

CDP Private Cloud Base offers 3 levels of security that implement these features. Apache Ranger consolidates security policy management with tag based access controls, robust auditing and integration with existing corporate directories. Apache Ranger features a number of components: Administration portal UI and API. Non-secure.

Data Processing 112

Data Processing Management Cost-Benefit Finance 112

CIO Business Intelligence

JUNE 29, 2022

Analytics is the means for discovering those insights, and doing it well requires the right tools for ingesting and preparing data, enriching and tagging it, building and sharing reports, and managing and protecting your data and insights. You don’t need to know how to write SQL and to import data or to query. Everything is visual.

Data Lake 116

Data Lake Analytics Data Warehouse Machine Learning 116

The Data Visualisation Catalogue

DECEMBER 2, 2021

The issue is getting the time to write new content. At least before I begin anything, I think it would be best to plan a content structure to follow when writing any new visualisation reference pages. Currently, the description section covers the entire written explanations, usages, and details relating to the featured visualisation.

Finance 77

Finance Visualization IT Analytics 77

AWS Big Data

FEBRUARY 28, 2024

In this post, we walk you through some of the new features and capabilities of Airflow now available in Amazon MWAA, and how you can set up or upgrade your Amazon MWAA environment to version 2.8.1. This feature allows you to see all the relevant error messages related to a task’s run in one place. environments on Amazon MWAA.

Management 116

Management Software Enterprise Modeling 116

Alation

JULY 15, 2021

This is why data search & discovery is a core feature to Alation. Eckerson writes: The centerpiece of the Alation experience is its search function. Eckerson notes that Alation supports access with compliance-guidance in-workflow, spotlighting key features like: A robust stewardship dashboard. A governance policy center.

Reporting 98

Reporting Data Governance Recreation/Entertainment Metadata 98

Smart Data Collective

SEPTEMBER 8, 2020

When it comes time to start writing your content, it’s best to focus on your target audience and exactly what they are looking for. And always keep in mind, write for your audience and not the search engines. Cross-promote – Agree to feature another brand’s products on your social media in exchange for cross-promotion.

Data-driven 139

Data-driven Marketing Big Data Advertising 139

Domino Data Lab

OCTOBER 14, 2020

Feature Engineering – Create, share, and discover features across the company through a set of reusable tools, libraries, and infrastructure. Every experiment we run, every feature we generate, and every model we build must be discoverable and usable for every scientist in the company. Figure 1: The Model Lifecycle.

Experimentation 99

Experimentation Deep Learning Modeling Testing 99

Smart Data Collective

MARCH 26, 2021

From the most subtle advances, like Netflix recommendations, to life-saving medical diagnostics or even writing content , machine learning facilitates it all. Manually, it would take individuals countless hours to sort types of images into folders or tags. Then, they can help people in daily life.

Machine Learning 143

Machine Learning Interactive Deep Learning Technology 143

AWS Big Data

MAY 23, 2024

Managed Service for Apache Flink is a fully managed, serverless experience in running Apache Flink applications, and now supports Apache Flink 1.18.1 , the latest released version of Apache Flink at the time of writing. In this post, we explore in-place version upgrades, a new feature offered by Managed Service for Apache Flink.

Snapshot 115

Snapshot Management Testing Metrics 115

AWS Big Data

JANUARY 17, 2024

It extends support to Hive, Apache Hudi, Apache Iceberg, and Delta lake formats for both reading (including time travel and incremental query) and write operations (on DML statements such as INSERT). This new FGAC feature supports all OTF. Choose Amazon EMR for Session tag values. Enter your AWS account ID for AWS account IDs.

Data Lake 116

Data Lake Snapshot Big Data Data-driven 116

AWS Big Data

MAY 31, 2024

Each collection that you create is protected with encryption of data at rest, a security feature that helps prevent unauthorized access to your data. Amazon Cognito makes it straightforward for adding authentication, user management, and data synchronization without having to write backend code or manage any infrastructure.

Metadata 135

Metadata Data-driven Management Testing 135

CIO Business Intelligence

MARCH 7, 2023

Kellen, CIO at the University of California San Diego (UCSD), says employees are already using ChatGPT to write code as well as job descriptions. We also use it to write job descriptions that are sensitive to our content and formatting. Normally Cenkl reviews résumés and searches by skills tags to find the right people for a project.

Enterprise 116

Enterprise IT Unstructured Data Experimentation 116

Cloudera

SEPTEMBER 23, 2020

In this blogpost, we are going to take a look at some of the OpDB related security features of a CDP Private Cloud Base deployment. We are going to talk about auditing, different security levels, security features of Data Catalog, and Client Considerations. Permissions include: admin, create, write, read, and execute.

Data Lake 84

Data Lake Metadata IoT Enterprise 84

datapine

SEPTEMBER 29, 2022

When two companies join together in some way, their data tags along into this new working relationship. He writes that when these two databases disagree with each other, you must set up a winner-loser matrix that states which database’s entries are to be regarded as “true”. It’s a continual process that never ends.

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

FEBRUARY 23, 2023

Customers prefer the central governance experience over writing bucket policies separately in each bucket-owning account. Choose the IAM users LFBusinessAnalyst Under LF-Tags or catalog resources, choose lfcrawlerdb for Databases. On the Lake Formation console, under Permissions in the navigation pane, choose Data lake permission.

Data Lake 98

Data Lake Management Metadata Big Data 98

AWS Big Data

MARCH 21, 2023

Add the principal tag sqlworkbench-team to the IAM role to share queries. Create an IAM role for accessing Query Editor V2 in an AWS account and attach the required IAM policies based on your use case. For more information, refer to Configuring your AWS account. Create a trust relationship between your IdP and AWS.

Cost-Benefit 98

Cost-Benefit Dashboards Visualization Data-driven 98

datapine

NOVEMBER 19, 2019

One of the most imperative features of social BI is its ability to create self-served and user-generated analysis, coupled with the application of business user knowledge. Discovery and documentation serve as key features in collaborative BI. Brings out all her thoughts and love in writing blogs on IoT, software, technology, etc.

Business Intelligence 20

Business Intelligence Knowledge Discovery Unstructured Data Dashboards 20