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Smarten Augmented Analytics
Artificial Intelligence and Machine Learning Capabilities
The Smarten augmented analytics products are built on cutting-edge AI/ML technologies including:
Machine Learning (ML)
Generative Artificial Intelligence (GenAI)
Natural Language Processing (NLP)
Advanced Data Processing including Soundex, FTA, SMOTE
A Wealth of Statistics, Algorithms and Hypothesis Testing Techniques
Artificial Intelligence (AI) and Machine Learning (ML) elements are embedded within the Smarten Platform and included in various modules and features to support Citizen Data Scientists and help users prepare data, achieve automated data insights and create, share and use predictive models.
The following is a partial list of Artificial Intelligence (AI) and Machine Learning (ML) elements included within the Smarten Product Platform.
Automatic narration generation for any report, visualization, and interpretation generation for various models and insights
Natural Language Processing (NLP) driven queries on datasets, to reveal context such as seasons, polarity, ranking, festivals, holidays, trends and many other aspects of natural queries
Auto-recommendation of target column from the dataset
Predictors impact on target column
Recommendation of optimal predictor values based on target for prescription
Auto-recommendation of best-fit algorithms
Data quality observations including correlation and associations within datasets
Sentiment Analysis This sophisticated analytical technique goes beyond quantitative questionnaires and surveys to capture the real opinions, feelings and sentiments of consumers, employees, and other stakeholders.
Cutting-Edge Artificial Intelligence (AI) and Machine Learning (ML) capabilities are representative of the innovative, relevant technologies used by the Smarten team to design and develop our augmented analytics products and to serve our clients with up-to-date, competitive products that ensure business success and user adoption.
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