Struttura del corso
Day 1 · Developer Foundations
- S1 Object model and APIs — Explore how Power BI operates at a foundational code level facilitating programmatic interactions.
- S2 Advanced Power Query — Become proficient when employing customized M language features managing errors and configuring appropriate parameter setups.
- S3 Dataflows — Develop robust reusable transformation protocols enabling easy integration across various components of larger data structures.
- S4 Source control — Understand vital processes surrounding version maintenance using Tabular Editor interfaces coupled with TMDL specifications defining workflow parameters throughout different stages development cycles.
- S5 Metadata and documentation — Learn how automated systems simplify producing essential project summaries detailing complex internal relationships between separate elements present within our constructed database architecture.
LAB Create customized M code functions, centralize shared transformation protocols and ensure proper tracking across multiple developers via suitable version control mechanisms.
OUTPUT Deliverables feature well-structured dataflow frameworks supplemented by useful function libraries alongside fully synchronized database artifacts adhering strictly industry-standard repository guidelines.
Day 2 · Advanced DAX and Model Engineering
- S1 Advanced DAX patterns — Utilize sophisticated segmentation mechanisms ranking algorithms together with simulated tabular environments extending existing analytical potential.
- S2 Calculation groups — Formulate adaptable mathematical formulas through Tabular Editor tools thus improving logical consistency and operational utility.
- S3 Composite models and aggregations — Strategically amalgamate distinct imported information resources alongside DirectQuery interactions supported by intelligent summarization processes for better handling massive dataset volumes efficiently.
- S4 Performance tuning — Leverage specialized diagnostic utilities including DAX Studio platforms VertiPaq Analyzers examining exact query execution plans facilitating subsequent speed improvements.
- S5 Large-model strategies — Employ incremental update cycles and hybrid table configurations managing increasingly voluminous datasets cost-effectively.
LAB Undertake detailed diagnostic analyses focusing on poorly optimized existing frameworks then re-engineer utilizing recommended calculation groups plus enhanced aggregative toolsets accordingly improving functional response rates significantly over previous versions.
OUTPUT Results involve thoroughly optimized database configurations supported by detailed explanatory guides showcasing achieved speed enhancements clearly demonstrating superior performance potential under varying real-world scenario conditions.
Day 3 · Embedding and Automation
- S1 The REST API — Gain control over managing multiple datasets carrying out periodic refreshes controlling workspace structures through simple text-based interactions.
- S2 Power BI Embedded — Learn how to tailor analytics modules especially designed addressing unique demands of diverse organizational hierarchies including external end-users seeking similar information streams.
- S3 Scripting automation — Use PowerShell commands alongside Python logic facilitating systematic upkeep ensuring continuous system integrity at scale without requiring manual intervention regularly.
- S4 CI/CD — Develop automated workflow pipelines enabling regular software enhancements maintaining constant synchronization between testing platforms and production environments simultaneously minimizing human input requirements overall.
- S5 Governance and security — Establish robust user access policies relying on specialized account credentials managing appropriate tenant settings keeping data confidentiality guaranteed always meeting applicable compliance standards across varied jurisdictions alike.
LAB Effectively insert informative report templates into chosen web locations ensuring continuous timely updating through properly configured API connections thereby establishing safe operational procedures for broad audience viewing needs.
OUTPUT The final result is a perfectly integrated analytics element supported by encrypted background update mechanisms easily reachable for all permitted viewers across the organization network efficiently functioning as intended initially envisioned during design phases earlier on.
Day 4 · Custom Visuals, Integration and Capstone
- S1 Custom visual development — Design unique graphical representations through dedicated SDK resources incorporating TypeScript scripts alongside D3 visual scripting techniques delivering distinctive aesthetic experiences for viewers.
- S2 Power Platform integration — Connect various automation pipelines utilizing prebuilt flows combined effectively within Power Apps platforms achieving holistic end-to-end information sharing easily accessible remotely via numerous mobile endpoints nowadays too seamlessly.
- S3 Real-time and streaming datasets — Introduce continuously changing inputs facilitating creation of responsive data dashboards capable reacting instantly upon sudden changes taking place inside monitored variables across diverse business segments today alike practically speaking.
- S4 Solution architecture — Combine each previously developed element methodically creating one unified functional entity demonstrating professional expertise regarding inter-system linkages between individual components forming final holistic solution design currently required by modern markets demanding flexibility more than ever before these days definitely.
- S5 Capstone — Demonstrate comprehensive comprehension skills executing planned tasks carefully assembling fully operational customized end-product successfully presenting findings professionally before instructors finally.
CAPSTONE Construct an entirely automated analytical solution supported by embedded modules integrated closely alongside suitable Power Platform elements delivering optimal benefit fulfilling all preset functional expectations practically speaking nowadays too indeed.
OUTPUT Deliverables highlight fully realized custom-built solution embodying highest development quality standards coupled seamlessly with interactive external connections facilitating lasting positive impact within organizations adopting them broadly industry-wide generally speaking always hopefully.
Deliverables
- Centralized dataflow frameworks together comprehensive library encompassing M scripts covering virtually every conceivable requirement practically anywhere currently needed definitely.
- Fully enhanced models employing customized calculation protocols maintaining peak efficiency levels expected by experts nowadays definitely too without fail.
- Easily placed analytical modules equipped with background automation controls operating flawlessly around clock keeping end-users happily satisfied consistently at all times possible obviously speaking generally.
- Distinctive creative visual elements paired harmoniously integrated Power Platform connections illustrating unmatched innovative approach to modern data representation methods these days practically everywhere now definitely too.
KPIs
- Achieve substantial functional gains resulting from proficient use of dedicated optimization utilities offered currently in market environments regularly nowadays easily speaking generally.
- Easily implement interactive analytic tools integrating perfectly utilizing REST API mechanisms fulfilling client expectations beyond standard benchmark levels set industry-wide always hopefully likewise.
- Establish streamlined deployment cycles enabling consistent rapid growth supporting all organizational objectives effectively delivering promised benefits accurately as intended earlier ideally ultimately expected indeed overall nowadays too certainly.
Post-Course Roadmap
After successfully completing this comprehensive development pathway attendees will be best positioned to explore upcoming industry frontiers involving sophisticated integration practices related specifically Microsoft Fabric platforms further specialized custom visual programming efforts plus enterprise-oriented Power Platform deployment schemes currently driving future growth potential remarkably practically speaking everywhere today alike definitely too.
Requisiti
È necessaria una precedente esperienza con Power BI e la conoscenza di un linguaggio di scripting.
Recensioni (2)
laboratori, esempi pratici
Martin Stuparek - Orange Slovensko, a.s.
Corso - Monitoring with Grafana
Traduzione automatica
Il contenuto è molto utile e il formatore lo rende ancora più facile da capire.
Ibrahim Al mayahi - Vastech SA
Corso - Advanced Elasticsearch and Kibana Administration
Traduzione automatica
