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

Dataversity

MAY 8, 2023

As I’ve been working to challenge the status quo on Data Governance – I get a lot of questions about how it will “really” work. In 2019, I wrote the book “Disrupting Data Governance” because I firmly believe […] The post Dear Laura: How Will AI Impact Data Governance? appeared first on DATAVERSITY.

Data Governance 95

Data Governance AI AI Data Quality 95

ODSC - Open Data Science

APRIL 28, 2023

These are critical steps in ensuring businesses can access the data they need for fast and confident decision-making. As much as data quality is critical for AI, AI is critical for ensuring data quality, and for reducing the time to prepare data with automation.

ML 98

ML ML Data Silos Data Quality 98

Smart Data Collective

SEPTEMBER 25, 2019

If you trust the data, it’s easier to use confidently to make business decisions. Statistics show that poor data quality is a primary reason why 40% of all business initiatives fail to achieve their targeted benefits. This article has been updated on Sep 25th, 2019.

Data Quality 102

Data Quality 102

Dataconomy

SEPTEMBER 4, 2023

Organizations must diligently manage access controls, encryption, and data protection to mitigate risks. For example, the 2019 Capital One breach exposed over 100 million customer records, highlighting the need for robust security measures. Understand what insights you need to gain from your data to drive business growth and strategy.

Analytics 203

Analytics Analytics Big Data Analytics Big Data Analytics 203

Alation

DECEMBER 15, 2022

March 2015: Alation emerges from stealth mode to launch the first official data catalog to empower people in enterprises to easily find, understand, govern and use data for informed decision making that supports the business. May 2016: Alation named a Gartner Cool Vendor in their Data Integration and Data Quality, 2016 report.

Data Governance 52

Data Governance Data Quality Data Warehouse Data Scientist 52

Alation

FEBRUARY 13, 2020

IDC Innovators: Data Intelligence Software Platforms, 2019 Report. In the latest IDC Innovators: Data Intelligence Software Platforms, 2019 3 report, Alation was profiled as one vendor disrupting the data integration and integrity software market with a differentiated data intelligence software platform.

Big Data 52

Big Data Big Data Machine Learning Machine Learning 52

AWS Machine Learning Blog

NOVEMBER 1, 2024

Our experiments demonstrate that careful attention to data quality, hyperparameter optimization, and best practices in the fine-tuning process can yield substantial gains over base models. To further illustrate this improvement, consider the following example from the test set: Question: "How did the company adopt Topic 606?"

Data Preparation 99

Data Preparation Machine Learning Machine Learning ML 99

Dataversity

NOVEMBER 21, 2022

As I’ve been working to challenge the status quo on Data Governance – I get a lot of questions about how it will “really” work. In 2019, I wrote the book “Disrupting Data Governance” because I firmly believe […]. The post Dear Laura: Data Governance Budget Woes appeared first on DATAVERSITY.

Data Governance 52

Data Governance Data Quality 52

IBM Journey to AI blog

JANUARY 25, 2024

trillion, up from USD 864 billion in 2019 to 2020. Generative AI has the potential to deliver powerful support in key data areas: Master data cleansing to reduce duplications and flag outliers. Master data enrichment to enhance categorization and materials attributes.

Algorithm 93

Algorithm Analytics Analytics Artificial Intelligence 93

Dataversity

AUGUST 8, 2022

As I’ve been working to challenge the status quo on Data Governance – I get a lot of questions about how it will “really” work. In 2019, I wrote the book “Disrupting Data Governance” because I firmly believe […]. The post Dear Laura: Should I Leave My Data Governance Job? appeared first on DATAVERSITY.

Data Governance 52

Data Governance Data Quality 52

Dataversity

MARCH 18, 2022

Weinberg [1] In March 2019, one of us (Thomas C. Redman) served as the judge in a mock trial of a data architect (played by Laura Sebastian Coleman) […]. The post What Data Practitioners Need to Know (and Do) About Common Language appeared first on DATAVERSITY.

Data Governance 52

Data Governance Data Quality Data Modeling Data Models 52

Dataversity

FEBRUARY 25, 2022

As I’ve been working to challenge the status quo on Data Governance – I get a lot of questions about how it will “really” work. In 2019, I wrote the book “Disrupting Data Governance” because I firmly believe that […]. The post Dear Laura: What Role Should Leadership Play in Data Governance?

Data Governance 52

Data Governance Data Quality Cloud Data Analytics 52

Dataversity

OCTOBER 11, 2021

As I’ve been working to challenge the status quo on Data Governance – I get a lot of questions about how it will “really” work. In 2019, I wrote the […]. The post Dear Laura: My Data Governance Program Is Being Hijacked appeared first on DATAVERSITY.

Data Governance 52

Data Governance Data Quality 52

Dataversity

DECEMBER 13, 2021

As I’ve been working to challenge the status quo on Data Governance – I get a lot of questions about how it will “really” work. In 2019, I wrote the book “Disrupting Data Governance” because I firmly believe that […]. The post Dear Laura: How Can I Build Traction for Data Governance in a Start-Up?

Data Governance 52

Data Governance Data Quality 52

Precisely

FEBRUARY 17, 2023

Business Agility Remains in Focus In its 2019 CEO Outlook report, KPMG found that over two-thirds of executives agreed with the statement that “Acting with agility is the new currency of business; if we are too slow, we will be bankrupt.” Finding the right technology solution and partner for your SAP automation projects is critical.

Data Quality 52

Data Quality 52

Precisely

FEBRUARY 27, 2023

To use it effectively, organizations must invest in the people, processes, and technology that enable users throughout the organization to make sound business decisions based on trusted data. In its 2019 Global CEO Outlook report , KPMG highlighted the importance of agility and resilience during times of uncertainty.

Data Quality 52

Data Quality 52

Precisely

FEBRUARY 27, 2023

To use it effectively, organizations must invest in the people, processes, and technology that enable users throughout the organization to make sound business decisions based on trusted data. In its 2019 Global CEO Outlook report , KPMG highlighted the importance of agility and resilience during times of uncertainty.

Data Quality 52

Data Quality 52

Dataconomy

SEPTEMBER 27, 2024

This experience has led to my first real IT job ― an internship at Renault in 2019. It was my first job as a data analyst. The time I spent at Renault helped me realize that data analytics is something I would be interested in pursuing as a full-time career.

Analytics 113

Analytics Analytics Big Data Big Data 113

Precisely

NOVEMBER 29, 2023

A 2019 study by KPMG found that 67% of CEOs agreed with the statement that “Acting with agility is the new currency of business; if we are too slow, we will be bankrupt.” Data Quality and Integrity Improved data quality and integrity are foundational prerequisites for making sound data-driven decisions.

Data Quality 64

Data Quality 64

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 2021, SaaS multiples hit all-time highs, with 520 new companies becoming unicorns that year alone. However, we can’t do it alone.

Data Governance 92

Data Governance Azure Data Quality SQL 92

Mlearning.ai

AUGUST 20, 2023

Photo by Bruno Nascimento on Unsplash Introduction Data is the lifeblood of Machine Learning Models. The data quality is critical to the performance of the model. The better the data, the greater the results will be. Before we feed data into a learning algorithm, we need to make sure that we pre-process the data.

Machine Learning 52

Machine Learning Machine Learning Algorithm Decision Trees 52

Alation

JANUARY 13, 2022

As a discipline, data intelligence weaves together “the traditional categories of metadata management , data quality, data governance, master data management, data profiling, and data privacy while incorporating intelligence derived from active metadata.” Let’s turn our attention now to data mesh.

Data Lakes 59

Data Lakes Data Governance Data Quality Data Warehouse 59

AWS Machine Learning Blog

SEPTEMBER 14, 2023

“Data locked away in text, audio, social media, and other unstructured sources can be a competitive advantage for firms that figure out how to use it“ Only 18% of organizations in a 2019 survey by Deloitte reported being able to take advantage of unstructured data. The majority of data, between 80% and 90%, is unstructured data.

AWS 123

AWS Machine Learning Machine Learning Data Scientist 123

Snorkel AI

JULY 24, 2023

GenAI’s promise and struggle Generative AI has been turning heads since the debut of GPT-2 in 2019, but the technology splashed into the mainstream with the debut of ChatGPT in November 2022. When models are pretrained, data is the main means for customization and fine-tuning of the models,” Gartner® said. Data quality matters.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

Snorkel AI

JULY 24, 2023

GenAI’s promise and struggle Generative AI has been turning heads since the debut of GPT-2 in 2019, but the technology splashed into the mainstream with the debut of ChatGPT in November 2022. When models are pretrained, data is the main means for customization and fine-tuning of the models,” Gartner® said. Data quality matters.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

Snorkel AI

JULY 24, 2023

GenAI’s promise and struggle Generative AI has been turning heads since the debut of GPT-2 in 2019, but the technology splashed into the mainstream with the debut of ChatGPT in November 2022. When models are pretrained, data is the main means for customization and fine-tuning of the models,” Gartner® said. Data quality matters.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

Precisely

MAY 11, 2023

Agility Is the New Currency of Business In its 2019 Annual CEO Outlook report, KPMG emphasized the increasing importance of agility. Pre-migration : In the pre-migration planning process, business teams should assess their data quality. That saves time, increases accuracy, and improves agility.

Data Quality 52

Data Quality 52

DataSeries

OCTOBER 13, 2024

Data-Centric AI Data-centric AI is a shift from model and code-centric ways to focus on data quality and availability to develop better AI systems. The usage of generative AI to make synthetic data is quickly growing, reducing the burden of getting real-world data so ML models can be trained effectively.

Data Science 40

Data Science Data Scientist ML ML 40

Heartbeat

DECEMBER 7, 2023

What is Data Mesh? Data Mesh is a new data set that enables units or cross-functional teams to decentralize and manage their data domains while collaborating to maintain data quality and consistency across the organization — architecture and governance approach. We can call fabric texture or actual fabric.

Data Governance 52

Data Governance Deep Learning Deep Learning Artificial Intelligence 52

DagsHub

DECEMBER 16, 2024

Improve your data quality for better AI DagsHub helps you easily curate and annotate your vision, audio, and document data with a single platform. Image generated with Midjourney Improve your data quality for better AI DagsHub helps you easily curate and annotate your vision, audio, and document data with a single platform.

Machine Learning 52

Machine Learning Machine Learning Python ML 52

ODSC - Open Data Science

SEPTEMBER 29, 2023

Such growth makes it difficult for many enterprises to leverage big data; they end up spending valuable time and resources just trying to manage data and less time analyzing it.

Data Lakes 52

Data Lakes Clustering Big Data Big Data 52

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.

Natural Language Processing 52

Natural Language Processing Algorithm Artificial Intelligence Artificial Intelligence 52

Hacker News

JUNE 25, 2025

We will also build tools to improve data quality and enable community moderation. The overall goal is to make price data openly available for consumers, researchers, and public bodies, and to foster transparency, accessibility, and reuse of food pricing information. 101135429 ).

EDA 69

EDA Algorithm Database Data Visualization 69

Smart Data Collective

JUNE 22, 2025

Conclusion: Key Takeaways for Data Teams Embracing AI Web Scrapers You can’t overstate the damage poor data quality causes. AI’s Role in Cleaning and Structuring Data There are many ways AI helps clean up large datasets, especially in eliminating duplicates, correcting formats, and filling in gaps. businesses over $3.1

Artificial Intelligence 95

Artificial Intelligence Artificial Intelligence Big Data Big Data 95

The MLOps Blog

AUGUST 3, 2023

Stefan: Back in 2019. The interesting part for Stitch Fix is it was a data science organization with over 100 data scientists with various modeling disciplines doing various things for the business. One of the features that Hamilton has is that it has a really lightweight data quality runtime check. Stefan: Yeah.

ML 52

ML ML Data Scientist Machine Learning 52

Flipboard

JULY 31, 2023

The training set acts as a crucible for model training, the validation set assists in gauging the model’s performance, and the test set allows for performance appraisal on unfamiliar data. Three synchronized and calibrated Kinect V2 cameras captured the dataset, ensuring consistent data quality.

Machine Learning 123

Machine Learning Machine Learning Deep Learning Deep Learning 123