Machine Learning

AI SOLUTION

Machine Learning

Machine Learning

Improve your business processes by harnessing the power of Machine Learning.

(1). Machine Learning Life Cycle

○ Business Understanding:
  • Define Business Objectives
  • Resources, risks and cost-benefit analysis
○ Data Understanding:
  • Identifying sources of data
  • Defining Analytics use cases to be solved
  • Data Quality Checks
○ Data Preparation:
  • Data Cleansing
  • Variable Selection
  • Feature Generation
Machine Learning Life Cycle
○ Modeling:
  • Algorithm Selection
  • Model Training and Tuning
○ Evaluation:
  • Model Evaluation and Comparison
  • Final Model Evaluation
○ Deployment:
  • Model Deployment and Maintenance

(2). Machine Learning common use cases in Business to Solve Problems and Deliver Tangible Business Benefits

  • Real-time chatbot systems
  • Self Driving cars
  • Customer recommendation engines
  • Customer churn modeling
  • Medical Diagnosis
  • Dynamic or demand pricing strategies
  • Customer segmentation and market research
  • Fraud detection
  • Image classification and image recognition
  • Operational efficiencies
  • Data extraction
  • Stock market trading
  • Virtual personal assistant
  • Email Spam and malware filtering
Machine Learning common use cases in Business to Solve Problems and Deliver Tangible Business Benefits