Aligned Automation’s Data Science services
Interrogate large volumes of structured and unstructured data to reveal patterns, increase predictive accuracy and produce prescriptive outputs. This includes:
- Defining the questions that a model should address
- Selecting the appropriate tool and model
- Identifying the data to be fed into the model
- Calibrating the analytical models
- Incorporating unstructured (free text) data through natural language processing (NLP)
- Uncovering complex patterns in large datasets through machine learning (ML)
- Making predictions on categories (classification) or values (regression)
- Prescribing optimal action paths
Co-elevating through our Data Science services
We collaborate with data scientists, business analysts and other business stakeholders to leverage advanced analytical models, artificial intelligence (AI) technology, available tools and domain expertise to guide model design and execution by aligning:
- What business questions is data needed for?
- Which model captures the need?
- What enabling technologies are the right fit?