Artificial Intelligence/Machine Learning
Bear Cognition's advanced data solutions infuse state-of-the-art Artificial Intelligence (AI) and Machine Learning (ML) into every product and tool we develop. Our team’s expertise in AI and ML is the driving force behind these enhancements, guaranteeing that our clients receive customized, smarter, and more efficient solutions.
Problem Formulation
Bear Cognition identifies your business problems and defines the objectives in order to understand the requirements and constraints.
Data Extraction
We gather necessary data from various sources, regardless of where the data lives.
Exploratory Data Analysis
Our team creates visual and statistical data representations that offer insights and help in formulating hypotheses. Simultaneously, we address and rectify identified data problems, such as missing values, outliers, and duplicates.
Model Building
Our analysts employ feature engineering to generate new variables and choose appropriate ML algorithms. They then prepare this improved data by transforming and scaling it, for training, testing, and refining ML models.
Model Evaluation
The team evaluates and adjusts the model to assess its capabilities thoroughly and identify any issues, ensuring it operates at an optimized level.
Model Deployment
We enable access to models via API integrations and closely monitor performance.
Reporting
Finally, our analysts develop reports and build supporting tools to make sense of the information.
