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Orientation and Strategic Foundations for Entrepreneurs and Data Scientists

Course Overview, Outcomes, and Success Path

Power BI Landscape and Licensing for Business and Advanced Analytics

DAX Basics Framed for Business Impact

Environment, Infrastructure, and Governance Setup

Tenant, Workspaces, and Governance Blueprint

Data Connectivity, Gateways, and Security Foundations

Data Modeling Essentials for Reliable Analytics

Power Query for Entrepreneurs and Data Scientists

Star Schemas, Relationships, and Model Performance

DAX Mastery for Professional-Grade Insights

Core DAX: Evaluation Contexts and Essential Functions

Advanced DAX Patterns for Entrepreneurs and Data Scientists

Visualization, Storytelling, and Distribution at Scale

Report Design Standards and Interactive Experiences

Publishing, Sharing, and Automation in the Service

Capstone Implementation and Operational Excellence

End-to-End Project: From Raw Data to Executive App

Operationalizing Power BI: Reliability, Cost, and Compliance

Knowledge Checks and Expert Quizzes

Quiz: Power BI Landscape and Licensing

Quiz: Infrastructure, Gateways, and Security

Quiz: Power Query and Data Shaping

Quiz: Modeling and Performance

Quiz: Core DAX Concepts

Quiz: Time Intelligence and Iterators

Quiz: Advanced DAX Patterns

Quiz: Publishing, Apps, and Automation

Course Wrap-Up and Expert Feedback

Final Survey: Confidence, Outcomes, and Next Steps

Master Power BI: Licenses, Infrastructure, DAX — Expert Path is a comprehensive, outcomes-driven program designed for entrepreneurs and data scientists who need to build enterprise-ready analytics with confidence. You will learn how to select the right licenses (Free, Pro, PPU, Premium/Fabric, Embedded) to control cost and scale, architect reliable environments with tenants, workspaces, and gateways, and implement governance that satisfies security and compliance. From there, you’ll model clean star schemas, shape data with Power Query, and write production-grade DAX that delivers executive-ready KPIs, cohort analysis, and time intelligence. The course blends business impact with technical mastery: every concept is framed by ROI, user adoption, and operational reliability. You’ll apply best practices for performance, refresh strategies, RLS/OLS, deployment pipelines, and app distribution—culminating in a capstone that ships an end-to-end executive app. If you’re leading a startup or powering an advanced analytics team, this expert path gives you the strategic playbook and hands-on skills to implement Power BI at scale, reduce total cost of ownership, and deliver trusted insights that drive decisions.

Master Power BI: Licenses, Infrastructure, DAX — Expert Path

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            <p>Built for decision-makers and technical builders alike, this program is an expert path through the full Power BI lifecycle—licenses, infrastructure, and DAX—so you can translate data into operational advantage. Entrepreneurs will develop a cost-aware blueprint for rolling out Power BI across a startup or business unit, with clear guidance on licensing tiers, governance, and ROI. Data scientists will gain a production-oriented command of modeling, DAX, and the Service, enabling repeatable analytics that scale from notebook exploration to executive-ready apps. From day one, you will see how architecture choices—tenant setup, workspaces, security, and gateways—shape performance, compliance, and total cost of ownership, and how DAX turns curated models into business outcomes.</p>

<p>The course opens with orientation and role-based success paths, aligning milestones to your context: entrepreneur versus data scientist. You will clarify prerequisites, datasets, tool versions, and the learning roadmap, then practice timeboxing, labs, and projects designed for rapid skill compounding. Next, you will map the Power BI landscape—Desktop, Service, Mobile, Gateways, and Fabric integration—while comparing license tiers (Free, Pro, PPU, Premium/Fabric, Embedded), feature matrices, and governance implications such as data residency and compliance. You will plan tenant and workspace strategies, set up deployment pipelines, and implement security foundations using RLS, OLS, service principals, and Azure AD groups. With the environment in place, you will master data shaping in Power Query, dimensional modeling and VertiPaq performance, and then progress from core to advanced DAX: context transition, time intelligence, iterators, optimization with variables, and proven patterns for cohorts, segmentation, dynamic ranking, and scenario analysis.</p>

<p>Visualization and distribution focus on executive storytelling and interactive experiences—bookmarks, drill-through, field parameters, small multiples, and performance diagnostics—followed by industrial-grade publishing, app curation, audience targeting, usage metrics, subscriptions, and automation via dataflows, incremental refresh, and APIs. A capstone takes you end-to-end: define business objectives, ingest and model data, author measures, ship an executive app, and harden it with refresh governance and security. Throughout, knowledge checks validate progress across licensing, infrastructure, Power Query, modeling, and DAX, culminating in an operational playbook for reliability, cost control, and compliance. By the end, you will own a pragmatic, scalable approach to Power BI that balances speed, governance, and impact—ready to deploy insights that drive the business.</p>
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