Dataversity

FEBRUARY 4, 2022

According to Gartner, 85% of Data Science projects fail (and are predicted to do so through 2022). I suspect the failure rates are even higher, as more and more organizations today are trying to utilize the power of data to improve their services or create new revenue streams.

Data Quality 52

Data Quality Data Science Data Scientist Data Governance 52

DagsHub

AUGUST 23, 2024

As such, the quality of their data can make or break the success of the company. This article will guide you through the concept of a data quality framework, its essential components, and how to implement it effectively within your organization. What is a data quality framework?

Data Quality 52

Data Quality Data Governance Machine Learning Machine Learning 52

Precisely

DECEMBER 27, 2022

As 2022 wraps up, we would like to recap our top posts of the year in Data Integrity, Data Integration, Data Quality, Data Governance, Location Intelligence, SAP Automation, and how data affects specific industries. Let’s take a look at the Top 5 SAP Automation blog posts of 2022.

Data Governance 52

Data Governance Data Quality Analytics Analytics 52

Precisely

MARCH 14, 2023

Now, almost any company can build a solid, cost-effective data analytics or BI practice grounded in these new cloud platforms. eBook 4 Ways to Measure Data Quality To measure data quality and track the effectiveness of data quality improvement efforts you need data.

Data Quality 52

Data Quality Cloud Data Data Pipeline Data Observability 52

Precisely

DECEMBER 23, 2022

With the competition more heated than ever, it’s crucial for companies to understand how to properly utilize data to boost customer satisfaction, reduce costs, and deliver consistent brand experiences. Let’s explore the impact of data in this industry as we count down the top 5 supply chain blog posts of 2022. #5

Data Governance 52

Data Governance Data Quality Big Data Big Data 52

Precisely

DECEMBER 20, 2022

With that data, organizations in this sector are able to better understand customers and improve experiences, fight financial crimes, reduce compliance risks, optimize branch performance, and stay ahead of the competition. The post Best of 2022: Top 5 Financial Services Blog Posts appeared first on Precisely.

Data Governance 52

Data Governance Data Quality Big Data Big Data 52

IBM Data Science in Practice

DECEMBER 7, 2022

IBM Multicloud Data Integration helps organizations connect data from disparate sources, build data pipelines, remediate data issues, enrich data, and deliver integrated data to multicloud platforms where it can easily accessed by data consumers or built into a data product.

Data Quality 130

Data Quality Data Pipeline Data Preparation ETL 130

The Data Administration Newsletter

MAY 1, 2024

If you look at Google Trends, you’ll see that the explosion of searches for generative AI (GenAI) and large language models correlates with the introduction of ChatGPT back in November 2022.

Data Quality 52

Data Quality AI AI Data Governance 52

Snorkel AI

JUNE 22, 2023

Jacomo Corbo is a Partner and Chief Scientist, and Bryan Richardson is an Associate Partner and Senior Data Scientist, for QuantumBlack AI by McKinsey. They presented “Automating Data Quality Remediation With AI” at Snorkel AI’s The Future of Data-Centric AI Summit in 2022.

Data Quality 52

Data Quality ML ML AI 52

Snorkel AI

JUNE 22, 2023

Jacomo Corbo is a Partner and Chief Scientist, and Bryan Richardson is an Associate Partner and Senior Data Scientist, for QuantumBlack AI by McKinsey. They presented “Automating Data Quality Remediation With AI” at Snorkel AI’s The Future of Data-Centric AI Summit in 2022.

Data Quality 52

Data Quality ML ML AI 52

Snorkel AI

JUNE 22, 2023

Jacomo Corbo is a Partner and Chief Scientist, and Bryan Richardson is an Associate Partner and Senior Data Scientist, for QuantumBlack AI by McKinsey. They presented “Automating Data Quality Remediation With AI” at Snorkel AI’s The Future of Data-Centric AI Summit in 2022.

Data Quality 52

Data Quality ML ML AI 52

IBM Data Science in Practice

NOVEMBER 28, 2022

IBM Multicloud Data Integration helps organizations connect data from disparate sources, build data pipelines, remediate data issues, enrich data, and deliver integrated data to multicloud platforms where it can easily accessed by data consumers or built into a data product.

Data Pipeline 130

Data Pipeline Data Quality Data Preparation Data Governance 130

Data Science Dojo

OCTOBER 10, 2023

billion in 2022, and it is projected to reach approximately USD 2,575.16 Link to event -> IMPACT 2o23 Key topics covered IMPACT brings together the data community to showcase the latest and greatest trends, technologies, and processes in data quality, large-language models, data and AI governance, and of course, data observability.

AI 243

AI AI Data Observability Artificial Intelligence 243

Flipboard

APRIL 15, 2025

But the real turning point, Madan explains, came with the emergence of generative AI in late 2022. No longer confined to deterministic workflows, organizations began exploring more autonomous, goal-driven AI agents capable of deriving insight and acting upon data without rigid rule-based structures.

AI 115

AI AI Data Quality Machine Learning 115

Dataversity

JANUARY 26, 2022

The importance of data has increased multifold as we step into 2022, with an emphasis on active Data Management and Data Governance. Furthermore, thanks to the introduction of new technology and tools, we are now able to automate labor-intensive data and privacy operations.

Data Governance 52

Data Governance Data Quality Data Science 52

Alation

DECEMBER 29, 2022

With the dawn of a new year right around the corner, let’s look back on some of the highlights of Alation’s 2022. The 2022 Data Catalog Wasn’t Your 2021 Data Catalog. The Alation Data Catalog our customers currently use has evolved from when the year began. We Fostered a Data Culture Conversation.

Data Governance 52

Data Governance Data Quality Data Analyst Tableau 52

Precisely

JANUARY 17, 2023

For most enterprises, 2022 was a year of transition, as companies struggled to figure out how to accomplish more with fewer resources. Technology helped to bridge the gap, as AI, machine learning, and data analytics drove smarter decisions, and automation paved the way for greater efficiency.

Data Quality 97

Data Quality Machine Learning Machine Learning Data Silos 97

Dataconomy

MARCH 5, 2025

Key skills: Proficiency in analytics tools like Spark and SQL, knowledge of statistical and machine learning methods, and experience with data visualization tools such as Tableau or Power BI. Data quality concerns: Inconsistencies and inaccuracies in data can lead to faulty conclusions.

Data Scientist 91

Data Scientist Citizen Data Scientist Exploratory Data Analysis Machine Learning 91

Dataversity

FEBRUARY 11, 2022

Yet to move forward effectively, these organizations need greater context around their data to make accurate and streamlined decisions. A recent Data in Context research study found that more than 95% of organizations suffer from a data decision […].

Data Silos 52

Data Silos Data Quality Data Governance 52

Dataversity

DECEMBER 21, 2021

million people have been affected by some sort of data breach. The post What’s Next for Identity Security in 2022 appeared first on DATAVERSITY. So far in 2021, nearly 281.5 Even as new advances in identity security come […].

Data Governance 52

Data Governance Data Quality ML ML 52

Tableau

APRIL 18, 2022

April 19, 2022 - 12:16am. April 19, 2022. By now, you’ve heard the good news: The business world is embracing data-driven decision making and growing their data practices at an unprecedented clip. Analytics data catalog. Data quality and lineage. Loss of visibility after data leaves EDW.

Tableau 102

Tableau Data Quality Analytics Analytics 102

AWS Machine Learning Blog

DECEMBER 4, 2024

The US nationwide fraud losses topped $10 billion in 2023, a 14% increase from 2022. With fraud on the rise , more organizations are pushing to implement successful fraud detection systems. Global ecommerce fraud is predicted to exceed $343 billion by 2027. The following diagram shows the Tecton declarative framework.

ML 101

ML ML AWS AI 101

Data Science Dojo

MARCH 18, 2024

” expecting details on the most recent tournament, you might receive an outdated response citing France as the champions despite Argentina’s triumphant victory in Qatar 2022. Reprocess the data Before your LLM can start learning from this task-specific data, the data must be processed into a format the model understands.

Database 369

Database Natural Language Processing AI AI 369

Tableau

APRIL 18, 2022

April 19, 2022 - 12:16am. April 19, 2022. By now, you’ve heard the good news: The business world is embracing data-driven decision making and growing their data practices at an unprecedented clip. Analytics data catalog. Data quality and lineage. Loss of visibility after data leaves EDW.

Tableau 98

Tableau Data Quality Analytics Analytics 98

Dataversity

JANUARY 5, 2022

In today’s world, mastering data, analytics, and advanced technologies has become a primary driver of business strategy, providing organizations with unlimited possibilities to increase business […]. The post Leading Disruption in 2022: AI, Data Privacy Concerns, and Developer Relations appeared first on DATAVERSITY.

AI 52

AI AI Analytics Analytics 52

phData

DECEMBER 29, 2022

This automation includes things like SQL translation during a data platform migration (SQLMorph), making changes to your Snowflake information architecture (Tram), and checking for parity and data quality between platforms (Data Source Automation). The post phData Toolkit December 2022 Update appeared first on phData.

SQL 52

SQL Database Database Administration Data Profiling 52

Alation

MAY 19, 2022

Alation attended last week’s Gartner Data and Analytics Summit in London from May 9 – 11, 2022. Coming off the heels of Data Innovation Summit in Stockholm, it’s clear that in-person events are back with a vengeance, and we’re thrilled about it. Gartner Data & Analytics Summit 2022: Keynote Highlights.

Analytics 52

Analytics Analytics Data Governance Data Scientist 52

Precisely

DECEMBER 19, 2022

High quality data and analytics helps PropTech companies gain deeper context on properties and locations, build richer models with accurate information, and more. Let’s further explore the impact of data in this industry as we count down the top 5 PropTech blog posts of 2022. #5

Data Governance 52

Data Governance Analytics Analytics Database 52

Precisely

DECEMBER 21, 2022

Accurate, consistent, and contextualized data enables faster, more confident decisions when it comes to your underwriting, claims processing, risk assessments, and beyond. Let’s explore the impact of data in this industry as we count down the top 5 insurance blog posts of 2022. #5

Data Governance 52

Data Governance Big Data Big Data Analytics 52

Precisely

DECEMBER 22, 2022

And in such a dynamic and competitive landscape, data also makes it easier to maintain an edge over the competition. Let’s explore the impact of data in this industry as we count down the top 5 telco blog posts of 2022. #5 The post Best of 2022: Top 5 Telco Blog Posts appeared first on Precisely.

Data Science 52

Data Science Analytics Analytics Data Quality 52

Alation

APRIL 27, 2022

The report found that just 18% of data leaders expect to receive the necessary funding. As the report firmly states, building a data culture is a business imperative in 2022. And, according to the top-tier companies, a data catalog is an essential element to creating a data culture. So what must businesses do?

Data Governance 52

Data Governance Analytics Analytics Big Data 52

AWS Machine Learning Blog

AUGUST 15, 2024

Solution overview For this post, we use a sample dataset of a 33 GB CSV file containing flight purchase transactions from Expedia between April 16, 2022, and October 5, 2022. When SageMaker Data Wrangler finishes importing, you can start transforming the dataset.

ML 131

ML ML Data Preparation AWS 131

Smart Data Collective

JUNE 22, 2023

Earlier today, one analysis found that the market size for deep learning was worth $51 billion in 2022 and it will grow to be worth $1.7 One such field is data labeling, where AI tools have emerged as indispensable assets. This process is important if you want to improve data quality especially for artificial intelligence purposes.

Machine Learning 111

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 111

Precisely

APRIL 17, 2023

In today’s digital economy, data-driven decisions are quickly becoming the norm. Nevertheless, it’s notable that fewer than one quarter said nearly all strategic decisions are data-driven within their companies. Data quality and consistency, for example, are essential prerequisites for trusted data-driven decisions.

Data Governance 59

Data Governance Data Quality Data Science ML 59

IBM Journey to AI blog

JANUARY 25, 2024

A recent report shows a significant increase in the cost of manufacturing downtime from 2021 to 2022, with Fortune Global 500 companies now losing 11% of their yearly turnover which amounts to nearly USD 1.5 Master data enrichment to enhance categorization and materials attributes. trillion, up from USD 864 billion in 2019 to 2020.

Algorithm 93

Algorithm Analytics Analytics Artificial Intelligence 93

Precisely

JANUARY 23, 2024

Yet fewer than half rate their ability to trust the data used for decision-making as “high” or “very high.” In a separate survey conducted in 2022, for example, S&P Global Market Intelligence found that fewer than one-quarter of respondents said nearly all strategic decisions are data-driven within their companies.

Data Governance 69

Data Governance Data Quality Analytics Analytics 69

IBM Journey to AI blog

JULY 25, 2023

In reviewing IBM’s capabilities in ESG Reporting and Data Management, the Verdantix report notes that IBM has strengths in: Data quality control and enhancement, including “easy-to-understand reports to better analyze data quality.

Data Quality 71

Data Quality Analytics Analytics Machine Learning 71