Analytics for Engineers
A premier analytics support and call-off service to coach and mentor E&P engineers of all disciplines to be the future citizen data scientists within their organisations and to assist IT in delivering data to support analytics and self-service data discovery.
Using an initial 5-day engagement to identify and build as many analytic tool use cases as possible on a one to one basis with one or more engineers.
Thereafter, on a call-off hourly charging basis, through web meetings and remote working providing advice, guidance, best practice and coaching to build out, refine and polish the analytic tools and workflows.
See related …
Analytics Centre Of Excellence Services
The E&P Analytics and IT Dilemma
For further information on the service contact us today: AnalyticsForEngineers@greycloud.co.uk
SERVICE DELIVERY – THE BASICS
Connecting and accessing data directly for use in your analyses
- Using Information Links, Data connections (In-memory, In-Database, On-Demand, Data Library files)
- ETL (Extract, Transform and Load)
- Data Functions
- Calculated columns and the OVER statement
- Joining tables (Relations)
- Pivoted and Unpivoted table structure
- OSIsoft PI connector
Building and Authoring Analytic Tools and Workflows
- Choosing the right visualisations
- Using Filters/Marking/Text Areas
- Adding Maps/Images (ArcGIS, WMS data sources)
- Using TERR/Scripts
- Publishing for Consumers (Webplayer)
- Building/Publishing for different devices (phone, iPad etc.)
- Automation Services and Scheduling
- Accessing community resources
SERVICE DELIVERY – INTERMEDIATE/ADVANCED
- OOTB Statistical Modelling/Multivariate analysis/Machine Learning
- Data Relationships, K-Means Clustering, Line Similarity, Hierarchical Clustering, Regression Modelling, Classification Modelling
- Adding community custom models (TERR)
- Adding other visualization types using JSViz
- Python scripting
- Building Information Links
- Real-time Predictive and Event Driven Analytics (TIBCO Spotfire/Streambase)
