Predictive Analytics
& Forecasting
Forecast future events or outcomes based on identifying non-trivial patterns in historical data.
This helps businesses anticipate market trends, customer behavior, potential risks, etc. before they happen, enabling a more informed strategic and operative planning.
Anomaly Detection
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Identify latent patterns in data that do not conform to expected behavior.
It is typically used for detecting unusual patterns or events in various fields such as fraud detection, network security, and health monitoring.
Recommender Systems
Find patterns in previous user choices and preferences to suggest personalized products or content.
These systems enhance user experiences by making content and product suggestions more relevant and appealing.
Natural Language
Processing
NLP allows computers to understand and engage with human language, enabling applications such as chatbots, content filtering, sentiment analysis, and text summarization.
It can also be used for cleaning, correcting, and augmenting human-generated text data, enhancing your company’s data quality and utility.
Graph Modeling
Graphs are useful to analyze mutual relationships and interactions between entities, such as social connections, transportation routes, or commercial transactions.
They allows us to identify network effects such as shortest paths, communities, or influential nodes, facilitating informed decision-making in complex networks or contexts.
Business Intelligence & Data Visualization
Analysis of historical operations data to extract actionable insights, presented through clear, intuitive visualizations.
This allows businesses to improve their decision making by unveiling trends, evaluate performance, or spot growth opportunities.
Computer Vision
Enable computers to interpret and make decisions based on visual data from images and videos.
By mimicking human vision, these models allow for the automation of tasks that require visual understanding such as object detection/recognition, image classification, etc.
Geographic Information Systems (GIS)
Geographic Information Systems (GIS) are frameworks that deal with geographic data.
They are used for mapping, processing, and visualizing spatial data to aid in decision-making across fields such as transportation, logistics, urban planning, etc.