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Innova - Coggle Diagram
Innova
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Data inconsistency, duplication, and disparity
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8.1 Data Sources
What are all the specific data sources that need to be integrated into the Azure data platform? (e.g., databases, applications, external feeds, file formats, APIs)
Sharepoint, any other source?
Sharepoint Sites, Excel Spreadsheets, PMP (Development Projects - Track Development of the sites)
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Timeseries data SCADA - Sensory data, site data --> SQL DB
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What is the level of data inconsistency, duplication, and errors
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8.2 Functional
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What types of data analysis do you want to perform? (e.g., trend analysis, forecasting, predictive modeling)?
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What are the specific requirements for data governance, compliance, and auditing?
8.3 Technical
What are the requirements for data ingestion, processing, and storage? (e.g., frequency, volume, latency)?
Are there any specific requirements for data encryption, security, and privacy?
do you prefer a datalakehouse kind of design pattern? (Bronze, sliver, gold layers)?
8.4 Project Management
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What is the preferred project management methodology? (e.g., Agile, Waterfall)?
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start ASAP, target November for commencement
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Azure Data Services
Data Storage: Azure Data Lake Storage, Azure Fabric
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Data Transformation: Azure Databricks, Azure Synapse Analytics
Data Analytics: Power BI, Azure Machine Learning
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