Expert Advice: Page

Practical guidance from industry experts on Data


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    8 ways to use AI for data backup

    Recognize AI-based data backups as a strategic imperative that propels your IT team forward by protecting critical business assets while providing compliance and cost optimization.

    Damon Garn • Jan. 27, 2026
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    Is cloud backup repatriation right for your organization?

    More and more organizations are making the move to bring backup data back on-site, but the cloud is still a widely-used resource. Is repatriation in the cards for you?

    Stuart Burns • Jan. 20, 2026
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    How to avoid data loss in a natural disaster

    Protection from environmental disruptions requires more than simple backups. This guide shows how fortified infrastructure, robust cloud strategy and risk analysis ensure uptime.

    Paul Kirvan • Jan. 15, 2026
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    Brand Experience Team/TechTarget
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    How extreme weather events affect data

    As severe weather increases worldwide, organizations must understand the risks to on- and off-premises data and take steps to prevent outages and loss.

    Paul Kirvan • Jan. 13, 2026
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    Use the 3-2-1-1-0 rule for better backups

    The 3-2-1-1-0 backup rule addresses modern data protection requirements, such as ransomware protection and cloud backup. Find out how it builds on the 3-2-1 rule in this tip.

    Brien Posey • Jan. 12, 2026
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    Data architecture vs. information architecture: How they differ

    Data architecture and information architecture are distinct but related disciplines that work in tandem to support an enterprise's data and business strategies.

    Rick Sherman • Dec. 23, 2025
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    How AI changes data governance roles and responsibilities

    Data governance is a team effort, though recent AI developments have caused data and AI teams to converge. As a result, organizations have created new roles in these teams.

    George Lawton • Dec. 23, 2025
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    10 essential roles for a data management team in 2026

    These 10 essential data management roles help leaders design teams that support governance, scale and trusted analytics across modern enterprise data environments.

    Chris Foot • Dec. 19, 2025
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    How to build a data catalog: 10 key steps

    A data catalog helps business and analytics users explore data assets, find relevant data and understand what it means. Here are 10 important steps for building one.

    Anne Marie Smith, Ph.D. • Dec. 16, 2025
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    Key takeaways from Commvault Shift 2025

    The vendor is positioning itself to face rising data protection challenges, such as identity resilience and fragmented multi-cloud strategies. 

    Jon Brown • Dec. 8, 2025
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    10 dashboard design principles and best practices

    Dashboards are a key tool for delivering analytics data to business users. Here's how BI teams can design effective dashboards to help drive informed decision-making.

    George Lawton • Nov. 26, 2025
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    How AI governance manages risk at scale for enterprises

    Effective oversight of AI systems requires more than technology. It relies on defined roles, coordinated risk protocols and tight collaboration across data and model teams.

    Kashyap Kompella • Oct. 23, 2025
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    Master these skills to get the right data scientist role

    Data science offers many professional opportunities. Balance education and experience to present yourself as an adaptable and data-savvy candidate.

    Jacob Roundy • Oct. 15, 2025
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    6 essential data engineer skills for modern data environments

    As AI automates more tasks handled by data engineers, the role is shifting from pipeline building to strategic skills that keep modern architectures adaptable.

    Chris Tozzi • Oct. 15, 2025
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    10 data governance challenges that can sink data operations

    No organization can successfully use data without data governance. Address 10 data governance challenges to avoid financial loss, derailed operations and reputation damage.

    Robert Sheldon • Oct. 15, 2025
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    How to deploy Data Duplication on Windows Server

    Data deduplication is necessary to stay ahead of storage demands and maintain available space. Windows Server Data Deduplication is one tool that can help.

    Damon Garn • Oct. 7, 2025
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    Best practices for using simulation models in business

    Simulation models provide businesses with a framework for forecasting and strategy through tested practices in finance, healthcare and logistics.

    Donald Farmer • Oct. 1, 2025
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    5 knowledge graph use cases in data fabric architecture

    Knowledge graphs in data fabrics enable semantic layers, cross-domain modeling, operational intelligence, enterprise search and intelligent metadata management.

    Robert Sheldon • Sept. 23, 2025
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    What is data lineage? Techniques, best practices and tools

    Organizations can strengthen data governance by mapping data lineage across systems. Learn how tools help to simplify tracking, compliance and lifecycle visibility.

    Jacob Roundy • Sept. 23, 2025
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    How to use rsync to streamline centralized backups

    The Linux rsync utility is a powerful tool in the hands of a knowledgeable administrator. Learn how an organization might use rsync for backups with this step-by-step tutorial.

    Damon Garn • Sept. 23, 2025
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    5 steps for sustainable data management

    Data management practices that embrace sustainability principles can streamline data processes, improve data protection and reduce energy consumption.

    George Lawton • Sept. 8, 2025
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    How to safely and securely back up data

    It's not just about ransomware. Less publicized threats like system misconfigurations, hardware and software failures, and user errors dictate a better approach to data backup.

    Kathleen Richards • Sept. 5, 2025
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    Inline deduplication vs. post-processing deduplication

    Will inline or post-processing deduplication work better for your data protection strategy? Learn more about each method with this tip.

    Erin Sullivan, Dave Raffo • Sept. 3, 2025
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    10-step guide for testing a backup and recovery plan

    Failure is not an option when it comes to backing up data and recovering it if disaster strikes. Data backup testing can pinpoint potential problems in the recovery process.

    Chris Tozzi • Aug. 27, 2025
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    Enterprise data governance: Frameworks and best practices

    Data backup and recovery depend on a solid governance framework that includes procedures for data management, stewardship, quality monitoring, protection, security and compliance.

    Brian Eastwood • Aug. 25, 2025