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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

  • Understand Business Problem
  • ​Data Collection
  • Data Preparation
  • Exploratory Data Analysis

2

  • ​Feature Engineering 
  • Model Development
  • Model Evaluation
  • Testing & Validation

3

  • ​Production Deployment
  • Logging, Monitoring & Alerts
  • Robust Tracking & Retraining
  • Pipeline automation CI/CD

SUCCESS STORIES

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