Artificial Intelligence & Machine Learning
Arcadia has been developing artificial intelligence (AI) competencies for 10+ years, and our data scientists have vast experience in designing and developing machine learning (ML) algorithms for classifications, predictions, computer visioning and natural language processing (NLP).
AI helps companies do more with less by automating manual and time-consuming tasks. AI is mostly used to extract new insights, transform decision making and drive improved business outcomes.
ML is the scientific study of statistical models and algorithms that are helpful to computer systems in performing specific tasks. ML is an application of AI that helps systems to learn and improve from experience without being programmed.
Our Key Expertise
Topic modelling, feature extraction and document embeddings using various models (doc2vec, ULMFiT and BERT); document classification and clusterisation; similar text searches.
Image segmentation and classification using convolutional neural networks.
Clustering molecular descriptors and predicting the biological activity of compounds.
Converting images of documents into editable formats using computer vision and deep neural networks.
Our Machine Learning Services
Prepare and process data
Develop computer vision models
Build and train ML models
Evaluate effectiveness and optimise models