TDWI: Data Observability

Explore Data Observability Content

Is your data up to date, complete, and of high quality? Do you know who has accessed that data, where it's been (and where it's going)? Do users trust it? Is the amount of data flowing through your system within expected ranges? This section focuses on how data observability helps you answer these and other questions focused on the health of your data.

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Webinars

Expert Panel: Modernizing and Managing Data Integration Utilizing Automation
Join this TDWI Expert Panel Webinar to gain insights for modernizing data integration through AI-infused automation. September 23, 2024 learn more
Ensuring Trusted Data for Generative AI
In this webinar, Fern Halper, TDWI’s VP of Research, will be joined by experts from Informatica and Databricks to discuss how to ensure trusted data for generative AI. September 17, 2024 learn more
Data Monitoring, Management, and Observability – Results of New TDWI Best Practices Research
Join TDWI’s VP of Research, Fern Halper, as she explores the results of TDWI’s latest research and moderates a panel of experts discussing data monitoring, management, and observability. September 16, 2024 learn more
Expert Panel: Data Management in the Age of AI
In this panel, TDWI senior research director James Kobielus will engage data and analytics experts in an in-depth discussion of how AI is being used to improve data management. July 29, 2024 learn more
Making Your Data and AI Ready for Business Transformation
Join us to hear James Kobielus, TDWI senior research director for data management, explore how AI is driving digital business transformation initiatives the world over and how enterprises are accelerating this push by using AI to automate, accelerate, and enhance their data pipelines. June 18, 2024 learn more
Building Trusted Data Foundations for Generative AI
Join TDWI VP of Research, Fern Halper, along with experts from Informatica and AWS to explore the critical aspects of preparing for and implementing generative AI technologies, with a focus on establishing trusted data—a cornerstone of any generative AI strategy. June 12, 2024 learn more

TDWI Webinars

Research & Resources

TDWI Best Practices Report | Data Monitoring, Management, and Observability
This TDWI Best Practices Report examines the processes and best practices organizations are putting in place to track data flows, detect and respond to issues in real time, and maintain overall data health. learn more
TDWI Digital Dialogue | Developing a Modern Data Strategy for AI: Evolving Roles and Practices
Download this Digital Dialogue today to read the highlights of this discussion! learn more
2024 State of Data Quality Report
Read the new State of Data Quality report today to learn about the current state of data quality management, the top challenges organizations face, and best practices for improving your data quality practices. learn more
Digital Dialogue | Using AI to Develop and Optimize Pipelines
In a recent webinar, TDWI VP and senior research director, Fern Halper, Ph.D., spoke to Matillion’s VP of products, Gwendal Vaz Nunes, about using AI to help develop pipelines. learn more
TDWI Checklist Report | Six Best Practices for Harnessing Real-Time and Streaming Data Pipelines
This TDWI Checklist Report examines six important considerations and best practices for managing streaming data for real-time use. learn more
Data Quality: Getting Started with a Data Catalog
This white paper guides you through the process of understanding and improving your data quality using a data catalog. learn more

TDWI Research

Podcasts

Adding Corporate Data to LLMs with Nicolas Decavel-Bueff
Nicolas Decavel-Bueff, data science lead at Further, joins host Andrew Miller to discuss adding corporate data to LLMs - including best practices for implementing RAG, ethical considerations, and exciting trends. For more information about the course Nicolas will be teaching at TDWI Transform 2024 in San Diego please visit Hands-On Introduction to Customizing Large Language Models.

May 28, 2024 listen now
The State of Data Quality with Fern Halper
Fern Halper, Ph.D., vice president and senior research director for advanced analytics at TDWI, joins host Andrew Miller to discuss the current state of data quality - including an opportunity to participate in this research by completing the Data Quality Maturity Model Assessment. Please visit "State of" Reports to explore our previous reports further.

February 20, 2024 listen now

TDWI Podcasts - Speaking of Data

Upside Articles

Is Your Data AI-Ready?
The path to AI-driven innovation is paved with data readiness. These three indicators provide a quick data readiness assessment. July 31, 2024 read more
Digital Transformation: Making Information Work for You
Digital transformation efforts help strategic analytics teams at all types of businesses leverage the information generated to improve business results. July 12, 2024 read more
AI Readiness with Fern Halper
TDWI’s Fern Halper explains what enterprises need to do to prepare for AI and introduces initial results from TDWI’s AI Readiness Assessment. July 11, 2024 read more
Our Cloud Migration Story: Challenges Faced and Lessons Learned
Moving to the cloud brings numerous benefits, but there are challenges you must overcome. Here is one company’s experience. July 11, 2024 read more
Best Practices to Ensure Data Transformation Success
Prophecy’s founder and CEO Raj Bains explains how organizations can overcome the challenges to achieving enterprise-wide data transformation. June 24, 2024 read more
Adding Corporate Data to LLMs with Nicolas Decavel-Bueff
From the rise of RAG to data privacy considerations, Nicolas Decavel-Bueff explains what your organization needs to pay attention to when it comes to AI. June 20, 2024 read more

TDWI Data Observability Articles

TDWI Transform 2024 San Diego

Data Governance Bootcamp // TDWI Data Quality Management: Techniques for Data Profiling, Assessment, and Improvement
Data quality is one of the most difficult challenges for nearly every business, data management program, and BI and analytics team. Data resources power enterprise reporting, BI dashboards, self-service analytics, data science efforts, AI and machine learning, and more. learn more
Data Science Bootcamp // Data Sourcing and Preparation for Data Science
This course provides an overview of the data sourcing and preparation activities in data science and predictive analytics projects, highlighting key principles and practices and providing business examples to reinforce each concept. learn more
Machine Learning Bootcamp // Hands-On: Data Wrangling with Python Made Easy!
This course aims for you to return to work and immediately employ these techniques to wrangle data, enhance data analyses, and craft the most valuable machine learning models. You will get hands-on experience wrangling data using the Python pandas library via a series of labs. learn more

View San Diego Agenda

Upcoming TDWI Virtual Summit Sessions

Who Moved My Data? Trends and Directions for Modernizing Data Integration
In this session, TDWI Research Fellow David Stodder will discuss trends and directions influencing strategies for modernizing data integration. learn more

Upcoming TDWI Virtual Summits

Upcoming TDWI Seminar Courses

TDWI Data Quality Management: Techniques for Data Profiling, Assessment, and Improvement
The only proven path to sustainable data quality is through a comprehensive quality management program that includes data profiling, data quality assessment, root cause analysis, data cleansing, and process improvement. learn more

Upcoming TDWI Seminars