How a jewellery brand accelerated marketing campaigns with Matics' customer intelligence AI engine?
A fast growing jewellery brand incorporated customer intelligence AI capabilities into existing workflows to fuel a remarkable 12.4x lift...
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APPLIED DATA SCIENCE AND MACHINE LEARNING CAPABILITIES
Leverage data & algorithmic approaches to extract insights and patterns from data to unlock growth and drive business outcomes.
HOW MACHINE LEARNING CAN BENEFIT YOUR BUSINESS?
PREDICTIVE ANALYTICS
Maximize business value with the use of statistics and modelling techniques to determine future performance based on current & historical data
MACHINE LEARNING & DEEP LEARNING
Leverage use of advanced algorithms to derive value from structured and unstructured data to predict trends, fraud, customer lifetime value, etc.
TEXT MINING & NLP
Extract hidden insights from documents using text mining and NLP techniques to identify text similarity, sentiments, information retrieval, etc.
FORECASTING
Take informed business decisions using data-driven strategies such as demand forecasting, dynamic price prediction, predictive planning, etc.
AUGMENTING BEST PRACTICES WITH END-TO-END DATA SCIENCE PIPELINE
1
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Understand Business Problem
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​Data Collection
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Data Preparation
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Exploratory Data Analysis
2
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​Feature Engineering
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Model Development
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Model Evaluation
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Testing & Validation
3
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​Production Deployment
- Logging, Monitoring & Alerts
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Robust Tracking & Retraining
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Pipeline automation CI/CD
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