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Research & Resources
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Upside Articles

How To Take Control of Your Data
Much has been made of the amount of data being generated this year, but who controls that data and what can they do with it? read now
3 Data Management Rules to Live By
To make the most of our data investments, we need to go beyond simply managing data to deriving value from it. Here’s how. read now
How to Control Hidden Data Costs
The benefits of using data to make business decisions are well known by now. So why do so many businesses still struggle with becoming data-driven? read now
How OpenTelemetry Is Revolutionizing Observability
How the vendor-agnostic, open source project is improving visibility and unifying data collection. read now
Who Is Responsible for an Organization’s FAIR Data?
When businesses and their leadership prioritize FAIR data principles, effective and compliant data usage and analysis becomes a collaborative effort across the enterprise. read now
2023 Predictions: What Lies Ahead for Data Management and Analytics
The pandemic may have accelerated digital business transformation but it didn’t create it. How should organizations respond in 2023? read now

Research & Resources

TDWI Best Practices Report | Responsible Data and Analytics
This TDWI Best Practices Report examines where organizations are today in terms of responsible data and analytics and what work they still need to do. read now
TDWI Checklist Report | Succeeding with Data Observability
This TDWI Checklist discusses five best practices for using observability tools to monitor, manage, and optimize operational data pipelines. read now
TDWI Checklist Report | Deriving Maximum Value from the Enterprise Data Marketplace
This TDWI Checklist focuses on how enterprises can build an online, self-service data marketplace to ensure that their users are provided with trusted data assets and are able to derive the maximum value from them. read now
TDWI Playbook | Performance Monitoring and Observability
This playbook describes the business case for implementing enterprise-wide observability and best practices for getting started. read now
TDWI Playbook | Building Stream Processing Applications in the Cloud with Kafka
This playbook describes Kafka in detail, provides the business case for it, and describes best practices for getting started. read now
TDWI Best Practices Report | Maximizing Business Value with Data Platforms, Data Integration, and Data Management
This TDWI Best Practices Report explores current practices for maximizing the value of data platforms as well as independent data integration and data management technologies and services. read now

Webinars

Expert Panel: Challenges of Distributing Data
In this panel, TDWI senior research director James Kobielus will lead data industry experts in a discussion of the challenges associated with deploying, governing, and managing data in distributed cloud fabrics. June 14, 2022 view now
Evolving the DataOps Pipeline to Address Fresh Challenges
Join TDWI's senior research director James Kobielus on this webinar to explore best practices for addressing these challenges successfully within a cloud-focused modernization program. May 31, 2022 view now
Expert Panel: The Unified Data Management and Analytics Pipeline
In this panel, TDWI senior research director James Kobielus will lead data industry experts in a discussion of the opportunities and challenges associated with enterprise unification of DataOps and MLOPs pipelines. May 19, 2022 view now
Why Integrated Data Governance and Data Quality Is Critical to Business Success
Join TDWI's senior research director James Kobielus on this webinar to explore the challenges and benefits of implementing robust data governance in today's cloud-centric business environments. April 28, 2022 view now
Five Signs Your Organization Needs an Agile Data Pipeline
Join this TDWI webinar to learn more about the agile data pipeline including challenges in traditional pipelines, signs your organization needs an agile data pipeline, and characteristics of an agile data pipeline. April 27, 2022 view now
Best Practices Report: Unified Data Management and Analytics Pipeline
Join TDWI's senior research director James Kobielus on this webinar as he discusses the BPR's findings and provides recommendations for practitioners looking to improve their organizations' DataOps and MLOps pipelines. April 20, 2022 view now

Team Training

Data Preparation for Predictive Analytics
This one-day session will expose analytics practitioners, data scientists, and those looking to get started in predictive analytics to the critical importance of selecting, transforming, and properly preparing data ahead of model building. more
Hands-On: Data Manipulation and Cleaning in Python
Data manipulation and cleaning in machine learning is estimated to take more than 50% of the time allotted for any given machine learning project. This course will cover topics important in handling structured and unstructured data, scraping data in Python, including using key packages such as Pandas, NumPy, and Matplotlib. more
Introduction to Data Wrangling
This course addresses how to translate the problem statement, identifying data sources, exploring the data for relationships and recognize patterns, identifying the starting inputs for the model, preparing data, and validating it for the model fitting process. more
Supervised Machine Learning: Preparing Data and Deploying Analytic Models for Classification and Prediction
Regression, decision trees, neural networks—along with many other supervised learning techniques—provide powerful predictive insights. These data-driven insights inform the forces shaping your organization’s outcomes. more

Upcoming Event Courses

Data Preparation for Predictive Analytics
This one-day session will expose analytics practitioners, data scientists, and those looking to get started in predictive analytics to the critical importance of selecting, transforming, and properly preparing data ahead of model building. more
Hands-On: Data Manipulation and Cleaning in Python
Data manipulation and cleaning in machine learning is estimated to take more than 50% of the time allotted for any given machine learning project. This course will cover topics important in handling structured and unstructured data, scraping data in Python, including using key packages such as Pandas, NumPy, and Matplotlib. more
Introduction to Data Wrangling
This course addresses how to translate the problem statement, identifying data sources, exploring the data for relationships and recognize patterns, identifying the starting inputs for the model, preparing data, and validating it for the model fitting process. more
TDWI Data Quality Management
This course is designed to help your organization better understand and successfully tackle your data quality challenges. more
Supervised Machine Learning: Preparing Data and Deploying Analytic Models for Classification and Prediction
Regression, decision trees, neural networks—along with many other supervised learning techniques—provide powerful predictive insights. These data-driven insights inform the forces shaping your organization’s outcomes. more
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. more
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. more

Online Learning Courses

TDWI Data Quality Management
This course is designed to help your organization better understand and successfully tackle your data quality challenges. more

TDWI | Training & Research | Business Intelligence, Analytics, Big Data, Data Warehousing

DATA QUALITY

Explore Data Quality Content

Upside Articles

Research & Resources

Webinars

Team Training

Upcoming Event Courses

Online Learning Courses