Alation

MARCH 17, 2021

Data stewardship. According to the Forrester Wave: Machine Learning Data Catalogs, Q4 2020 , “Alation exploits machine learning at every opportunity to improve data management, governance, and consumption by analytic citizens. Tracking and Scaling Data Lineage. Improving Data Quality.

Machine Learning 52

Machine Learning Machine Learning Data Governance Data Quality 52

Dataversity

JULY 18, 2022

The last few years have seen an astronomical increase in the amount of data being created, stored, and shared. zettabytes of data were created or replicated in 2020 largely due to the dramatic increase in the number of people staying home for work, school, and entertainment. According to the IDC, 64.2

Analytics 52

Analytics Analytics Automated Data Analytics Data Governance 52

Dataversity

FEBRUARY 4, 2022

But decisions made without proper data foundations, such as well-constructed and updated data models, can lead to potentially disastrous results. For example, the Imperial College London epidemiology data model was used by the U.K. Government in 2020 […].

Data Modeling 52

Data Modeling Data Models Data Quality Data Governance 52

Dataversity

JANUARY 5, 2022

Disruption has been on an ongoing progressive cycle since the beginning of the digital era – but when the pandemic began in 2020, innovations began to progress at a record pace.

AI 52

AI AI Analytics Analytics 52

Dataversity

DECEMBER 21, 2021

According to The Identity Theft Research Center, the number of data breaches this year has already surpassed the total number in 2020 by 17%, making it a record-breaking year for data compromises. million people have been affected by some sort of data breach. So far in 2021, nearly 281.5

Data Governance 52

Data Governance Data Quality ML ML 52

Alation

OCTOBER 5, 2021

It’s on Data Governance Leaders to identify the issues with the business process that causes users to act in these ways. Inconsistencies in expectations can create enormous negative issues regarding data quality and governance. Establish a data governance program that drives business value by aligning team roles to KPIs.

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Data Governance Data Quality Data Silos Analytics 96

Tableau

MARCH 4, 2021

“At no point in recent memory has the sheer quantity of available data and data visualizations on a single topic evolved so quickly. And as the pandemic dominated every aspect of our lives in 2020, there seemed to be a corresponding chart to go with it. Don’t rely on any single measure to tell the full story.

Data Visualization 104

Data Visualization Tableau Clustering Data Scientist 104

Pickl AI

JANUARY 16, 2024

Summary: The blog delves into the 2024 Data Analyst career landscape, focusing on critical skills like Data Visualisation and statistical analysis. It identifies emerging roles, such as AI Ethicist and Healthcare Data Analyst, reflecting the diverse applications of Data Analysis.

Data Analyst 52

Data Analyst Data Analysis Data Analysis Analytics 52

Alation

AUGUST 17, 2021

The Alation Data Catalog enables you to leverage the Data Cloud to boost analyst productivity, accelerate migration, and minimize risk through active data governance. The Alation Data Catalog supports a range of profiles and use cases. Snowflake Data Cloud: A Modern Data Platform.

Data Governance 52

Data Governance Data Warehouse Data Quality Cloud Data 52

Pickl AI

APRIL 9, 2023

It helps in analysing data to provide valuable information. In this blog, we will unfold the benefits of Power BI and key Power BI features , along with other details. It is an analytical tool developed by Microsoft that enables the organization to visualise, and share insights from data. What is Power BI? billion by 2028.

Power BI 52

Power BI Business Intelligence Business Intelligence Cloud Computing 52

Alation

SEPTEMBER 30, 2022

Compare that to the 108 that earned the status in all of 2020 (and the 439 total up to 2019), and you can see why the title has lost its sparkle. In this blog, I’ll talk about the data catalog and data intelligence markets, and the future for Alation. The Forrester Wave: Machine Data Learning Catalogs, Q2 2018.

Data Governance 92

Data Governance Azure SQL Data Quality 92

Alation

JULY 6, 2021

Automated governance tracks data lineage so users can see data’s origin and transformation. Auto-tracked metrics guide governance efforts, based on insights around data quality and profiling. This empowers leaders to see and refine human processes around data. No Data Leadership. Data Quality.

Data Governance 52

Data Governance Data Quality Data Silos Data Profiling 52

IBM Data Science in Practice

MARCH 8, 2023

VC Investment in AI firms rose from USD 3 billion in 2012 to close to USD 75 billion in 2020 This trend led to the proliferation of companies developing tools to address different pain points in the machine learning lifecycle. It also handles metadata, monitoring, and governance related to data management.

Machine Learning 264

Machine Learning Machine Learning ML ML 264

Tableau

MARCH 4, 2021

“At no point in recent memory has the sheer quantity of available data and data visualizations on a single topic evolved so quickly. And as the pandemic dominated every aspect of our lives in 2020, there seemed to be a corresponding chart to go with it. Don’t rely on any single measure to tell the full story.

Data Visualization 52

Data Visualization Tableau Clustering Data Scientist 52

Alation

JULY 19, 2021

Guido De Simoni, senior director at Gartner, a global research and advisory firm, states, “The metadata management market made a dramatic shift beginning in 2020, and its primary focus is now active metadata.”. Data intelligence integrates intelligence derived from active metadata into categories like data quality, governance, and profiling.

Data Governance 105

Data Governance Machine Learning Machine Learning Artificial Intelligence 105

Mlearning.ai

DECEMBER 21, 2023

In May 2020, researchers in their paper “ Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks ” explored models which combine pre-trained parametric and non-parametric memory for language generation. Things to Keep in Mind Ensure data quality by preprocessing it before determining the optimal chunk size.

Database 94

Database AI AI Machine Learning 94

Alation

NOVEMBER 23, 2021

The same could be said about data governance : ask ten experts to define the term, and you’ll get eleven definitions and perhaps twelve frameworks. However it’s defined, data governance is among the hottest topics in data management. Organizations are governing data already, simply informally. Subscribe to Alation's Blog.

Data Governance 52

Data Governance Data Quality Cloud Data Machine Learning 52

Alation

OCTOBER 12, 2021

Data leaders cite an analytics strategy as a key driver for success. Create a blueprint of data architecture to find inconsistent definitions. Build a roadmap for future data and analytics projects, like cloud computing. Evaluate and monitor data quality. Assess data risk and craft plans to mitigate that risk.

Analytics 52

Analytics Analytics Data Governance DataOps 52

Alation

JUNE 14, 2021

Intelligent systems powered by machine learning are necessary for overcoming the challenges of data management. According to a 2020 451 Research report , “data catalogs are rapidly building out automated functionality,” including “automated suggestions, automated discovery and tagging, and automated data-quality scoring.”

Data Governance 97

Data Governance Data Lakes Data Classification Data Quality 97

DataRobot Blog

APRIL 1, 2018

This shift is driving a hybrid data integration mentality, where business teams are given curated data sandboxes so they can participate in building future use cases such as mobile applications, B2B solutions, or IoT analytics. To achieve organization-wide data literacy, a new information management platform must emerge.

Analytics 40

Analytics Analytics Data Preparation Augmented Analytics 40

Heartbeat

AUGUST 23, 2023

Data Quality and Bias NLP systems rely significantly on massive training data to understand patterns and generate accurate predictions. However, if training data is biased or of low quality, it might result in skewed results and exacerbate existing inequities. Records Management Journal , 30 (2), 155–174.

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Natural Language Processing Algorithm Artificial Intelligence Artificial Intelligence 52

Alation

FEBRUARY 13, 2020

.” And the question was, “What’s a data catalog? ” It’s just turned a corner: Now, thanks in part to things like Gartner telling companies, in the next year, by 2020, if you have a data catalog, you’re going to see twice the ROI from your existing data investments than if you don’t.

Algorithm 52

Algorithm Data Quality Database Analytics 52