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Upside Articles

UEBA: Protecting Infrastructure with the Help of Behavioral Analytics
User and entity behavior analytics (UEBA) detects suspicious activity on networks that is a prelude to an enterprisewide attack on data. read now
What You Need to Know About Data Modernization and the Cloud
Modernizing and migrating data means overcoming fear of the unknown. read now
The Role of Ontologies within Unified Data Models
Before tackling the complexity of disparate data sources, you need to understand how semantic abstraction layers can save you from a world of pain. read now
3 Ps for Chief Data Scientists
Promoting data science, picking realistic projects, and people skill development are the top three priorities for chief data scientists right now. read now
How Chief Data Officers Can Accelerate Success
If your title starts with the words "chief data," here are four areas where you can make a big impact in your job. read now
Executive Q&A: Enterprise Security in the Post-Pandemic Era
The past year has seen major changes in business from the growth of the virtual company with employees working from home to an accelerated move to the cloud. How can enterprises secure their data in this rapidly changing environment? HelpSystems' Kate Bolseth answers our questions. read now

Research & Resources

The Rise of Unified Data and Analytic Platforms: The Case for Convergence
This EMA white paper provides initial guidance on how SAP Data Warehouse Cloud aligns with market and customer expectations through empowering business professionals with insight-driven decisions. read now
Launch Your DataOps Journey with the DataOps Maturity Model
A DataOps Maturity Model can be an incredibly useful tool to help organizations understand where they are today and how to get where they need to go. read now
TDWI Insight Accelerator | Closing the Governance Gap: Enabling Governed Data Sharing
This Insight Accelerator examines the data governance gap for data protection policies and considers ways to enable governed self-service data access and sharing. read now
TDWI Checklist Report | Using Data Intelligence to Drive Trust in Data
This TDWI Checklist Report discusses key best practices for data intelligence to ensure ongoing compliance with privacy, security, governance, and other mandates. read now
TDWI Checklist Report | Building Resilient Supply Chains with Multidomain MDM
This checklist offers six key steps for developing a multidomain MDM strategy to improve supply chain resilience. read now
Immuta Data Engineering Survey: 2021 Impact Report
This report highlights the current and future state of data engineering and DataOps. read now

Webinars

Solving Data and Governance Challenges in Financial Services with the Data Cloud
Join this TDWI Webinar to learn how a unified data cloud enables financial services organizations (as well as those in other sectors) to handle workloads that need access to an expanding variety, volume, and speed of data for critical analytics and operational decisions. August 24, 2021 view now
Six Ways to Accelerate ROI from Data Warehouse and Data Lake Modernization
Join this TDWI webinar to learn six ways to accelerate ROI from data warehouse and data lake modernization. Big factors driving modernization are intelligent data integration and management using artificial intelligence (AI) capabilities and cloud-native serverless computing. We will discuss how AI-infused, serverless cloud computing enables organizations to improve scalability, agility, and performance with data warehouses and data lakes. June 29, 2021 view now
Preparing for the Next-Generation Cloud Data Architecture
In this webinar, TDWI affiliate analyst David Loshin helps you prepare for the next-generation cloud data architecture and discusses steps to take best advantage of this modernized environment. June 23, 2021 view now
Six Strategies for Building Resilient Supply Chains with Multi-Domain MDM
Join this TDWI Webinar to learn how multi-domain MDM helps you reduce data chaos and gain faster and easier access to diverse but accurate and complete data. June 8, 2021 view now
Strategic Considerations for Data Warehousing in the Cloud
In this webinar, we discuss key aspects of an organization's cloud-based data strategy, covering the data life cycle from the time that a data set is selected for acquisition, onboarding, and ingestion to the point where data feeds the end-users' analyses and visualizations. May 13, 2021 view now
DataOps: Modernized Practices and Technologies Supporting Orchestrated Data Management
In this webinar, we will explore emerging DataOps practices, patterns, and collaborative workflows. We will discuss how DataOps is expected to increase efficiency, reduce the cost of deployment, speed development, and ensure high-quality production processes while simplifying the orchestration of modernized data management. April 28, 2021 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 & Deploying Analytic Models for Classification & 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
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 Science Bootcamp Day 2:
Supervised and Unsupervised Modeling
You will learn how to explain models and model accuracy to business stakeholders. Model interpretation strategies and metrics for complex algorithms will be also be described, equipping you with the communication techniques needed to generate business value. more
TDWI Data Quality Management
This course is designed to help your organization better understand and successfully tackle your data quality challenges. 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
DataOps: How to Deliver Analytics Better and Faster
DataOps brings together data managers and data consumers through agile data management processes that account for data engineering, integration, data quality, and governance on an open platform that streamlines efficient development, continuous delivery, and overall data unification. While this may sound daunting, this half-day course will help you understand the efficiencies DataOps can deliver for your organization and how to focus on the next steps of your journey. more
Data Science Bootcamp // Data Sourcing and Preparation for Data Science
In this session, we will provide an overview of sourcing and preparing data for data science and predictive analytics projects. We will use a motivating example from the speaker’s work and also touch on how Python, SQL, and Hadoop can be used in the data preparation workflow. more
Data Engineering, Integration, and Unification Essentials
Data unification is a critical facet in data-centric organizations that empower their people with data, and data unification strategies accelerate cloud adoption and increase confidence for BI development, self-service data analytics, and data science projects. 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