Analytics
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.
need for Business Intelligence”
Accessing raw data from a multitude of locations
Analysing the data, from simple descriptive statistics to advanced analytics
Transforming the data into the most useful format for your business (using ETL techniques, data integration or data wrangling)
Produce the required
outputs – self-service
reporting, visualisation,
traditional reporting or data
feeds to other systems
Storing the data in a well-designed analytics repository, for example a data warehouse, data vault or data mart
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
Data Science/ Advanced Analytics
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.
Exploratory Data
Analysis (EDA)
Data Mining
Statistical Analysis
& Modelling
Text Analytics
Descriptive
statistics
Machine Learning
Forecasting
Predictive Analytics
Optimisation
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:
Neural Networks
Machine & deep learning
Baysian networks
Support Vector Machines
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), Data storytelling and Infographics and Reporting, using visual dashboards and reports.
The Knoware Difference
Our consultants go beyond simply installing software; we aim to deliver a
fit-for-purpose user environment that is reliable and secure, and we follow up by providing
business and administration users with relevant training, mentoring and documentation.