Analytics Vidhya

OCTOBER 12, 2020

This article was published as a part of the Data Science Blogathon. Introduction I have always been in love with Data Visualization since the. The post Create a Word Cloud or Tag Cloud in Python appeared first on Analytics Vidhya.

Visualization 400

Visualization Data Science Publishing Analytics 400

AWS Big Data

MARCH 25, 2024

With a few clicks, MSK Connect allows you to deploy connectors that move data between Apache Kafka and external systems. MSK Connect now supports the ability to delete MSK Connect worker configurations, tag resources, and manage worker configurations and custom plugins using AWS CloudFormation.

Management 81

Management Metadata Reporting Big Data 81

AWS Big Data

MARCH 1, 2024

As they continue to implement their Digital First strategy for speed, scale and the elimination of complexity, they are always seeking ways to innovate, modernize and also streamline data access control in the Cloud. BMO has accumulated sensitive financial data and needed to build an analytic environment that was secure and performant.

Data Lake 98

Data Lake Data Warehouse Management Risk 98

AWS Big Data

MARCH 18, 2024

Many organizations operate data lakes spanning multiple cloud data stores. In these cases, you may want an integrated query layer to seamlessly run analytical queries across these diverse cloud stores and streamline your data analytics processes. To achieve this, Oktank envisions a unified data query layer using Athena.

Data Lake 98

Data Lake Analytics Cost-Benefit Management 98

AWS Big Data

MARCH 4, 2024

As enterprises collect increasing amounts of data from various sources, the structure and organization of that data often need to change over time to meet evolving analytical needs. Schema evolution enables adding, deleting, renaming, or modifying columns without needing to rewrite existing data. Query the data using Athena.

Snapshot 110

Snapshot Data Lake Metadata Recreation/Entertainment 110

AWS Big Data

MARCH 12, 2024

In recent years, data lakes have become a mainstream architecture, and data quality validation is a critical factor to improve the reusability and consistency of the data. In this post, we provide benchmark results of running increasingly complex data quality rulesets over a predefined test dataset.

Data Quality 87

Data Quality Measurement Testing Visualization 87

CIO Business Intelligence

APRIL 16, 2024

Manufacturers have been using gateways to work around these legacy silos with IoT platforms to collect and consolidate all operational data. The detailed data must be tagged and mapped to specific processes, operational steps, and dashboards; pressure data A maps to process B, temperature data C maps to process D, etc.

Manufacturing 138

Manufacturing Digital Transformation Risk Dashboards 138

Analytics Vidhya

NOVEMBER 15, 2021

This article was published as a part of the Data Science Blogathon Bow to the might of NLP. The post NLP – Tags, Frequencies, Unique Terms, n-grams appeared first on Analytics Vidhya. NLP is used in a wide […].

Data Science 296

Data Science Publishing Analytics 296

Analytics Vidhya

NOVEMBER 26, 2021

This article was published as a part of the Data Science Blogathon. It has many features, including tokenization, lemmatization, and part-of-speech (PoS) tagging. Overview According to the internet, OpenNLP is a machine learning-based toolbox for processing natural language text.

Modeling 269

Modeling Machine Learning Data Science Publishing 269

AWS Big Data

OCTOBER 10, 2023

Data governance is the process of ensuring the integrity, availability, usability, and security of an organization’s data. Due to the volume, velocity, and variety of data being ingested in data lakes, it can get challenging to develop and maintain policies and procedures to ensure data governance at scale for your data lake.

Data Quality 89

Data Quality Data Governance Data Lake Testing 89

Cloudera

JANUARY 26, 2024

In this article, we will walk you through the process of implementing fine grained access control for the data governance framework within the Cloudera platform. In a good data governance strategy, it is important to define roles that allow the business to limit the level of access that users can have to their strategic data assets.

Metadata 73

Metadata Data Governance Management Finance 73

Rocket-Powered Data Science

JULY 6, 2021

Specifically, in the modern era of massive data collections and exploding content repositories, we can no longer simply rely on keyword searches to be sufficient. This is accomplished through tags, annotations, and metadata (TAM). One type of implementation of a content strategy that is specific to data collections are data catalogs.

Strategy 266

Strategy Machine Learning Metadata Knowledge Discovery 266

AWS Big Data

SEPTEMBER 20, 2023

In this post, we discuss the following new management features recently added and how can they give you more control over the configurations and security of your AWS Glue interactive sessions: Tags magic – You can use this new cell magic to tag the session for administration or billing purposes. Sign in to the console with account B.

Interactive 94

Interactive Management Reporting IT 94

CIO Business Intelligence

APRIL 25, 2024

This strategy alone — achieved with the DIY approach — was responsible for saving $300,000 when his team dug into expenses surrounding Google Cloud Platform log storage, resulting in his team moving the logs to a lower tier of cloud storage and rightsizing the data they retain to adhere to retention requirements.

Management 87

Management Optimization Strategy Enterprise 87

AWS Big Data

JANUARY 18, 2024

AWS Lake Formation and the AWS Glue Data Catalog form an integral part of a data governance solution for data lakes built on Amazon Simple Storage Service (Amazon S3) with multiple AWS analytics services integrating with them. The session also highlights Duke Energy’s journey with Lake Formation and the AWS Glue Data Catalog.

Data Lake 88

Data Lake Metadata Data Governance Statistics 88

Cloudera

MARCH 4, 2024

In this article, we will walk you through the process of implementing fine grained access control for the data governance framework within the Cloudera platform. In a good data governance strategy, it is important to define roles that allow the business to limit the level of access that users can have to their strategic data assets.

Metadata 52

Metadata Data Governance Management Finance 52

Analytics Vidhya

SEPTEMBER 16, 2021

This article was published as a part of the Data Science Blogathon Recently I participated in an NLP hackathon — “Topic Modeling for Research Articles 2.0”. The post Topic Modeling: Predicting Multiple Tags of Research Articles using OneVsRest strategy appeared first on Analytics Vidhya.

Strategy 186

Strategy Modeling Data Processing Data Science 186

AWS Big Data

MAY 24, 2023

When you build your transactional data lake using Apache Iceberg to solve your functional use cases, you need to focus on operational use cases for your S3 data lake to optimize the production environment. Amazon S3 uses object tagging to categorize storage where each tag is a key-value pair. With the s3.delete.tags

Data Lake 83

Data Lake Snapshot Metadata Optimization 83

KDnuggets

MAY 24, 2022

An ML system requiring thousands of tagged samples is fundamentally different from the mind of a child, which can learn from just a few experiences of untagged data.

Machine Learning 160

Machine Learning 160

Rocket-Powered Data Science

JUNE 28, 2019

Here is a compilation of glossaries of terminology used in data science, big data analytics, machine learning, AI, and related fields: Glossary of common Machine Learning, Statistics and Data Science terms. Data Science Glossary on DataScienceCentral. Data Science Glossary. Data Science Glossary on Kaggle.

Data Science 218

Data Science Machine Learning Big Data Statistics 218

AWS Big Data

JULY 3, 2023

Backtesting is a process used in quantitative finance to evaluate trading strategies using historical data. We specifically explore how Amazon EMR and the newly developed Apache Iceberg branching and tagging feature can address the challenge of look-ahead bias in backtesting.

Snapshot 82

Snapshot Data Lake Testing Strategy 82

AWS Big Data

JULY 20, 2023

Apache Hive is a SQL-based data warehouse system for processing highly distributed datasets on the Apache Hadoop platform. The Hive metastore is a repository of metadata about the SQL tables, such as database names, table names, schema, serialization and deserialization information, data location, and partition details of each table.

Data Lake 79

Data Lake Metadata Data Processing Big Data 79

Analytics Vidhya

DECEMBER 7, 2020

This article was published as a part of the Data Science Blogathon. The post Hands-On Tutorial on Stack Overflow Question Tagging appeared first on Analytics Vidhya. Background I won’t be lying if I assert that every developer/engineer/student has.

Data Science 155

Data Science Publishing Analytics Structured Data 155

AWS Big Data

NOVEMBER 6, 2023

Amazon EMR Studio is an integrated development environment (IDE) that makes it straightforward for data scientists and data engineers to develop, visualize, and debug data engineering and data science applications written in R, Python, Scala, and PySpark. We’re happy to introduce runtime roles for EMR Studio Workspaces.

Data Lake 92

Data Lake Sales Management Testing 92

AWS Big Data

JUNE 5, 2023

Amazon QuickSight is a fully managed, cloud-native business intelligence (BI) service that makes it easy to connect to your data, create interactive dashboards, and share these with tens of thousands of users, both within QuickSight and embedded in your software as a service (SaaS) applications. Add the OR condition to RLS tags.

Dashboards 64

Dashboards Business Intelligence Management Software 64

Jet Global

MARCH 4, 2024

Assess the impact of these topics on your business performance, risks, and opportunities, using quantitative and qualitative data, such as financial statements, risk assessments, scenario analysis, and strategic plans. What types of existing IT systems are commonly used to store data required for ESRS disclosures?

Reporting 52

Reporting Management Cost-Benefit Enterprise 52

Jet Global

JANUARY 11, 2024

Accuracy and consistency are two key challenges for your finance team tasked with wrangling disparate data sources into a compliant annual ESMA filing. The number of teams involved, the complexity of regulatory requirements and the vast amounts of financial data involved, make this a formidable project.

Finance 52

Finance Reporting Software Risk 52

Rocket-Powered Data Science

SEPTEMBER 20, 2021

The way that I explained it to my data science students years ago was like this. They realized that the search results would probably not provide an answer to my question, but the results would simply list websites that included my words on the page or in the metadata tags: “Texas”, “Cows”, “How”, etc. What is a semantic layer?

Data Science 285

Data Science Forecasting Business Intelligence Sales 285

Domino Data Lab

JULY 1, 2021

The model achieves relatively high accuracy and all data and code is freely available in the article. The drawback with statistical model-based techniques is that the automated extraction of a comprehensive set of rules requires a large amount of labeled training data. What is Named Entity Recognition? mentioned in unstructured text.

Modeling 111

Modeling Statistics Testing Metrics 111

CIO Business Intelligence

DECEMBER 21, 2023

Backhauling to on-premises network security infrastructure for inspection and protection But relying on legacy security architectures amplifies lateral movement, increases operational complexity, and provides inconsistent threat and data protection. Zscaler Fig 1: Zscaler Zero Trust Cloud Connectivity.

Cost-Benefit 89

Cost-Benefit Enterprise Management IT 89

AWS Big Data

DECEMBER 12, 2023

Amazon Redshift accelerates your time to insights with fast, easy, and secure cloud data warehousing at scale. Tens of thousands of customers rely on Amazon Redshift to analyze exabytes of data and run complex analytical queries. You can use your preferred SQL clients to analyze your data in an Amazon Redshift data warehouse.

Data Warehouse 94

Data Warehouse Management Finance Analytics 94

AWS Big Data

JANUARY 31, 2023

Data governance is the collection of policies, processes, and systems that organizations use to ensure the quality and appropriate handling of their data throughout its lifecycle for the purpose of generating business value.

Data Lake 80

Data Lake Data Governance Data Architecture Machine Learning 80

AWS Big Data

JULY 28, 2023

The GDPR (General Data Protection Regulation) right to be forgotten, also known as the right to erasure, gives individuals the right to request the deletion of their personally identifiable information (PII) data held by organizations. Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud.

Snapshot 81

Snapshot Metadata Measurement Data Warehouse 81

Smart Data Collective

AUGUST 25, 2021

Analyzes previous data to make better predictions, like self-driving cars that observe directions and traffic lights. Image Tagging. Like visual search, image tagging also uses visual recognition technology. If you click one of the labels, the platform will direct you to visually similar results under that tag.

Visualization 134

Visualization Sales Marketing Technology 134

Ontotext

APRIL 19, 2024

You can switch out or add to the assisted tagging capabilities you can work with based on the benchmarking, so you’re able to optimize the result. The knowledge graph as a reusable, growing resource Of course the vast majority of enterprise data (Ontotext puts the estimate at 80 percent) is unstructured.

Metadata 52

Metadata Statistics Interactive Enterprise 52

Smart Data Collective

JANUARY 18, 2021

Big data is at the core of any competent marketing strategy. We have talked before about the importance of merging big data with SEO. However, we mostly talked about using data-driven SEO to drive traffic to your money site. Big data SEO strategies can also be very effective with YouTube marketing.

Data Analytics 104

Data Analytics Analytics Data mining Big Data 104

CDW Research Hub

JULY 22, 2022

The Sirius Data & Analytics Consulting team recently attended Snowflake Summit 2022 in Las Vegas; the first time the annual conference has been held in person since 2019. Whether it was due to being in a room full of data enthusiasts or the magic of Las Vegas, the energy matched the larger attendance and venue.

Data Lake 84

Data Lake Data Governance Consulting Machine Learning 84