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AI and Machine Learning

Machine learning is taking over the world - it is benefiting companies across industries, helping organizations create systems that can understand, learn, predict, adapt and operate on their own.

In simple terms, machine learning involves using data to train a machine to recognize patterns, and based on those patterns, the machine can make more accurate decisions in the future when presented with new data. ABG guides its customers on how to use AI and Machine Learning technologies to have full insights to their users and generate relevant campaigns and adjust their products' features. ABG's data scientists have profound expertise in the following:

Predictive Modelling

  • Customer segmentation
  • Demand/sales forecasting
  • Market analysis
  • Predictive maintenance
  • Dynamic pricing
  • Risk assessment
  • Anomaly / Fraud detection
  • Churn prevention
  • Customer lifetime value

NLP / Text processing

  • Social media profiles analytics
  • Intelligent chat bots
  • Sentiment analysis
  • Documents categorization
  • Neural Machine translation
  • Text classification
  • Automatic summarization

Computer Vision

  • Image search
  • Face recognition
  • Feature extraction
  • Content indexing
  • Image and video processing
  • Image colorization
  • Object segmentation and localization
  • Object detection
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