Data, AI, and Security

Put your knowledge into practice by evaluating reporting and business intelligence tools based on your business needs, data sources, users, budget, integrations, and priorities. Build an implementation plan that addresses data preparation, responsibilities, timelines, risks, testing, and go-live readiness. Then plan your launch approach, success measures, feedback process, and ongoing monitoring.

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 Data, AI &amp; Security

 <h1 style="font-family: Montserrat, Arial, sans-serif; font-weight: 800; letter-spacing: -0.02em; margin: 0px 0px 18px; color: rgb(26, 26, 26); text-align: left; font-size: 34px; line-height: 1.2;">Business Data Fundamentals</h1>

 <span style="color: rgb(26, 26, 26); font-family: Montserrat, Arial, sans-serif; font-size: 12px; line-height: 1.4; padding: 5px 12px; border-radius: 999px; margin: 0px 6px 6px 0px; display: inline-block; border: 1px solid rgb(245, 158, 11); background: rgb(245, 158, 11);">Self-paced&nbsp; <span style="color: rgb(63, 63, 70); font-family: Montserrat, Arial, sans-serif; font-size: 12px; line-height: 1.4; padding: 5px 12px; border-radius: 999px; margin: 0px 6px 6px 0px; display: inline-block; border: 1px solid rgb(212, 212, 216); background: rgb(244, 244, 245);">Hands-on reporting playground&nbsp; <span style="color: rgb(63, 63, 70); font-family: Montserrat, Arial, sans-serif; font-size: 12px; line-height: 1.4; padding: 5px 12px; border-radius: 999px; margin: 0px 6px 6px 0px; display: inline-block; border: 1px solid rgb(212, 212, 216); background: rgb(244, 244, 245);">No prior experience needed

 <h2 style="font-family: Montserrat, Arial, sans-serif; font-weight: 700; letter-spacing: -0.01em; margin: 44px 0px 16px; padding-top: 20px; border-top: 3px solid rgb(26, 26, 26); color: rgb(26, 26, 26); text-align: left; font-size: 26px; line-height: 1.25;">Course Description</h2>

 Business data tools help organizations bring information together from their different systems, turn it into reports and dashboards, and use it to make better decisions.

 Business Data Fundamentals gives business professionals a practical foundation for understanding how business data, reporting, and dashboard tools work, how to evaluate different options, and how to prepare for implementation.

 Learn how data moves from the systems you already use into reports and dashboards, practice building them, and build the knowledge to evaluate and implement the right reporting tool for your needs.

 The course is organized into three major sections: Learn, Practice, and Apply. Each section builds on the one before it, taking you from understanding business data to practicing hands-on and applying what you learn to a real plan for your business.

 <h2 style="font-family: Montserrat, Arial, sans-serif; font-weight: 700; letter-spacing: -0.01em; margin: 44px 0px 16px; padding-top: 20px; border-top: 3px solid rgb(26, 26, 26); color: rgb(26, 26, 26); text-align: left; font-size: 26px; line-height: 1.25;">How the Course Works</h2>

 <h3 style="font-family: Montserrat, Arial, sans-serif; font-weight: 800; letter-spacing: 0.02em; margin: 28px 0px 12px; color: rgb(26, 26, 26); text-align: left; font-size: 18px; line-height: 1.3;">01 | LEARN</h3>

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 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Read Learn where business data lives, how reporting and business intelligence tools connect to it, and why data quality, security, and access matter.</li>
 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Reflect Connect what you learned to your own situation. Identify your biggest reporting and data pain points and the features that could make the most difference.</li>
 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Case Studies See how different businesses use data and reporting tools and consider what applies to your own situation.</li>
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 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Practice Work inside a hands-on reporting playground. Connect data sources, build reports, move dashboards from draft to published, and set up alerts in a safe environment.</li>
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 <h3 style="font-family: Montserrat, Arial, sans-serif; font-weight: 800; letter-spacing: 0.02em; margin: 28px 0px 12px; color: rgb(26, 26, 26); text-align: left; font-size: 18px; line-height: 1.3;">03 | APPLY</h3>

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 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Evaluate Use a structured framework to compare and score reporting and business intelligence tools based on your specific needs, priorities, and business context.</li>
 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Implementation Turn your decision into a plan. Define your team, timeline, data sources, data cleanup, risks, responsibilities, and go-live readiness.</li>
 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Go-Live &amp; Monitoring Choose a launch approach, define success measures, create a feedback process, and plan for ongoing review after launch.</li>
 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Complete Review your work, rate your confidence, and take your completed business data workbook with you.</li>
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 <h2 style="font-family: Montserrat, Arial, sans-serif; font-weight: 700; letter-spacing: -0.01em; margin: 44px 0px 16px; padding-top: 20px; border-top: 3px solid rgb(26, 26, 26); color: rgb(26, 26, 26); text-align: left; font-size: 26px; line-height: 1.25;">What You'll Learn</h2>

 <ul style="list-style: none; padding: 0px; margin: 0px 0px 16px;">
 <li style="padding: 12px 0px; border-bottom: 1px solid rgb(232, 230, 224);"><span style="display: inline-block; width: 24px; height: 24px; line-height: 24px; text-align: center; border-radius: 50%; background: rgb(255, 247, 230); border: 1px solid rgb(240, 220, 138); color: rgb(138, 90, 0); font-size: 12px; font-weight: 700; text-indent: 0px; margin-right: 12px;">&#10003;Where business data comes from, including your sales, accounting, marketing, and operations systems, and why it often ends up scattered across spreadsheets</li>
 <li style="padding: 12px 0px; border-bottom: 1px solid rgb(232, 230, 224);"><span style="display: inline-block; width: 24px; height: 24px; line-height: 24px; text-align: center; border-radius: 50%; background: rgb(255, 247, 230); border: 1px solid rgb(240, 220, 138); color: rgb(138, 90, 0); font-size: 12px; font-weight: 700; text-indent: 0px; margin-right: 12px;">&#10003;How reporting and business intelligence (BI) tools pull that data together so you can see the whole picture in one place</li>
 <li style="padding: 12px 0px; border-bottom: 1px solid rgb(232, 230, 224);"><span style="display: inline-block; width: 24px; height: 24px; line-height: 24px; text-align: center; border-radius: 50%; background: rgb(255, 247, 230); border: 1px solid rgb(240, 220, 138); color: rgb(138, 90, 0); font-size: 12px; font-weight: 700; text-indent: 0px; margin-right: 12px;">&#10003;Common features, including data connections, dashboards and visualizations, scheduled reports, KPIs and alerts, and self-service analysis</li>
 <li style="padding: 12px 0px; border-bottom: 1px solid rgb(232, 230, 224);"><span style="display: inline-block; width: 24px; height: 24px; line-height: 24px; text-align: center; border-radius: 50%; background: rgb(255, 247, 230); border: 1px solid rgb(240, 220, 138); color: rgb(138, 90, 0); font-size: 12px; font-weight: 700; text-indent: 0px; margin-right: 12px;">&#10003;How to choose key performance indicators (KPIs) that actually connect to your business goals</li>
 <li style="padding: 12px 0px; border-bottom: 1px solid rgb(232, 230, 224);"><span style="display: inline-block; width: 24px; height: 24px; line-height: 24px; text-align: center; border-radius: 50%; background: rgb(255, 247, 230); border: 1px solid rgb(240, 220, 138); color: rgb(138, 90, 0); font-size: 12px; font-weight: 700; text-indent: 0px; margin-right: 12px;">&#10003;Why data quality matters, and how duplicate, missing, or inconsistent data leads to reports you cannot trust</li>
 <li style="padding: 12px 0px; border-bottom: 1px solid rgb(232, 230, 224);"><span style="display: inline-block; width: 24px; height: 24px; line-height: 24px; text-align: center; border-radius: 50%; background: rgb(255, 247, 230); border: 1px solid rgb(240, 220, 138); color: rgb(138, 90, 0); font-size: 12px; font-weight: 700; text-indent: 0px; margin-right: 12px;">&#10003;What to look for in reporting tool security and access, including role-based permissions, row-level security, encryption, two-factor authentication, and compliance certifications</li>
 <li style="padding: 12px 0px; border-bottom: 1px solid rgb(232, 230, 224);"><span style="display: inline-block; width: 24px; height: 24px; line-height: 24px; text-align: center; border-radius: 50%; background: rgb(255, 247, 230); border: 1px solid rgb(240, 220, 138); color: rgb(138, 90, 0); font-size: 12px; font-weight: 700; text-indent: 0px; margin-right: 12px;">&#10003;How to connect data sources, build reports and dashboards, publish them for your team, and set up alerts</li>
 <li style="padding: 12px 0px; border-bottom: 1px solid rgb(232, 230, 224);"><span style="display: inline-block; width: 24px; height: 24px; line-height: 24px; text-align: center; border-radius: 50%; background: rgb(255, 247, 230); border: 1px solid rgb(240, 220, 138); color: rgb(138, 90, 0); font-size: 12px; font-weight: 700; text-indent: 0px; margin-right: 12px;">&#10003;Which reporting and data pain points show up in your own business, and what they cost you</li>
 <li style="padding: 12px 0px; border-bottom: 1px solid rgb(232, 230, 224);"><span style="display: inline-block; width: 24px; height: 24px; line-height: 24px; text-align: center; border-radius: 50%; background: rgb(255, 247, 230); border: 1px solid rgb(240, 220, 138); color: rgb(138, 90, 0); font-size: 12px; font-weight: 700; text-indent: 0px; margin-right: 12px;">&#10003;How to define your data sources, team size, budget, and non-negotiables before you compare vendors</li>
 <li style="padding: 12px 0px; border-bottom: 1px solid rgb(232, 230, 224);"><span style="display: inline-block; width: 24px; height: 24px; line-height: 24px; text-align: center; border-radius: 50%; background: rgb(255, 247, 230); border: 1px solid rgb(240, 220, 138); color: rgb(138, 90, 0); font-size: 12px; font-weight: 700; text-indent: 0px; margin-right: 12px;">&#10003;How to compare and score reporting tools using a structured framework, and which questions to ask each vendor</li>
 <li style="padding: 12px 0px; border-bottom: 1px solid rgb(232, 230, 224);"><span style="display: inline-block; width: 24px; height: 24px; line-height: 24px; text-align: center; border-radius: 50%; background: rgb(255, 247, 230); border: 1px solid rgb(240, 220, 138); color: rgb(138, 90, 0); font-size: 12px; font-weight: 700; text-indent: 0px; margin-right: 12px;">&#10003;The red flags to watch for during vendor conversations, such as limited data connectors, creator versus viewer license costs, and unclear data refresh limits</li>
 <li style="padding: 12px 0px; border-bottom: 1px solid rgb(232, 230, 224);"><span style="display: inline-block; width: 24px; height: 24px; line-height: 24px; text-align: center; border-radius: 50%; background: rgb(255, 247, 230); border: 1px solid rgb(240, 220, 138); color: rgb(138, 90, 0); font-size: 12px; font-weight: 700; text-indent: 0px; margin-right: 12px;">&#10003;How to plan an implementation, including your team, timeline, data sources, data cleanup, risks, and go-live readiness checklist</li>
 <li style="padding: 12px 0px;"><span style="display: inline-block; width: 24px; height: 24px; line-height: 24px; text-align: center; border-radius: 50%; background: rgb(255, 247, 230); border: 1px solid rgb(240, 220, 138); color: rgb(138, 90, 0); font-size: 12px; font-weight: 700; text-indent: 0px; margin-right: 12px;">&#10003;How to choose between a big bang and a phased rollout, then track success metrics, gather feedback, and schedule regular reviews after launch</li>
 </ul>

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 This course is designed for anyone who wants to understand, choose, or improve the way their business uses data and reports, including:

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 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Small business owners who pull reports together by hand from several systems</li>
 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Managers who need clear numbers to run their teams and locations</li>
 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Operations, finance, and marketing staff who build reports in spreadsheets</li>
 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Office managers and administrators who are asked to "pull the numbers"</li>
 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Decision-makers evaluating reporting or business intelligence tools</li>
 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Teams moving from spreadsheets and manual exports to shared dashboards</li>
 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Teams that already use a reporting tool and want to check how well it fits their needs</li>
 <li style="padding: 12px 18px; margin-bottom: 8px; background: rgb(250, 250, 250); border-left: 4px solid rgb(245, 158, 11); border-radius: 0px 8px 8px 0px;">Students and career changers building foundational business software literacy</li>
 </ul>

 No technical background is required. You do not need to know how to code or write database queries, and you do not need to have used a reporting tool before.

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Learn how modern business software supports operations, information management, customers, employees, and finances. Explore major software categories, evaluate solutions, and discover which systems best fit your goals.

Course content

Business Data Fundamentals

Ashley Boucher