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
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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.
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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
Our Clients
Other Services
Information & Data Management
Knoware’s Information and Data Management Services can help you manage your information and data environments effectively, efficiently and with confidence and provide an excellent basis for running a sound technical environment
SAS Expertise
We provide expertise across all aspects of SAS from analysts/developers through to SAS modernisation and upgrades and platform administration
Education & Mentoring
Knoware are a SAS Education Partner that deliver the majority of SAS training courses in New Zealand.We also run Seminars, Workshops and Skills Assessments.