Analytics
We provide specialists and services
in all the Analytics areas listed below
Analytics uses sophisticated techniques to gain valuable insights and knowledge from disparate data for fact-based decision making
The term “Analytics” now encompasses a wide range of different areas, from data integration and preparation, to simple reporting, through to advanced statistical modelling.
Business Intelligence (BI)
Business Intelligence is the full information lifecycle, from accessing raw data through to delivering insights and knowledge for fact-based decision making. We provide specialist services for all aspects of BI, including:
-
Accessing raw data from a multitude of locations
-
Transforming the data into the most useful format for your business (using ETL techniques, data integration or data wrangling)
-
Storing the data in a well-designed analytics repository, for example a data warehouse, data vault or data mart
-
analysing the data, from simple descriptive statistics to advanced analytics
-
produce the required outputs – self-service reporting, visualisations, traditional reporting or data feeds to other systems
Data Warehousing
Data warehousing is defined as the first few stages of Business Intelligence, with the objective of processing data and storing it a data warehouse in a form that can be readily analysed by the business – either for reporting, visualisation or advanced analytics. We provide expertise in all relevant areas, including:
-
Accessing raw data from a multitude of locations
-
Transforming the data into the most useful format for your business (using ETL techniques, data integration or data wrangling)
-
Storing the data in a well-designed analytics repository, for example a data warehouse, data vault or data mart
Would you like to know more?
Data Science
Data science is the modern term for statistical analysis and modelling, or advanced analytics. We provide expertise in a wide range of data science areas, including:
-
Exploratory Data Analysis (EDA)
-
Visualisation
-
Descriptive statistics
-
Statistical Analysis and Modelling
-
Predictive Analytics
-
Data Mining
-
Text Analytics
-
Machine learning
-
Forecasting
-
Optimisation
Advanced Analytics
Advanced Analytics is another term for Data Science. Refer to the Data Science section above for areas that we provide specialist services in.
Would you like to know more?
Artificial Intelligence (AI)
AI is driven by particular statistical modelling techniques. Once these models have been created, they can be embedded in operational systems to deliver business outcomes. We provide specialist expertise and services in the relevant AI statistical techniques, including:
-
Machine learning
-
Deep learning
-
Neural networks
-
Support Vector Machines
-
Baysian networks
-
Embedding resulting models in operational systems
Visualisation
Modern visualisation techniques are very powerful for conveying information in an effective and timely manner. We provide a range of services to assist organisations with visualisation, including:
-
Exploratory Data Analysis (EDA), for understanding data and patterns in data
-
Data storytelling, to provide insights and knowledge for stakeholders
-
Reporting, using visual dashboards and reports
-
Infographics
