Predictive Analysis
- Time series forecasting
- Propensity to Buy models, Attrition/Churn models, Fraud detection models. etc.
- Promotion/Campaign effectiveness analysis (Pre vs. Post)
- Market Basket analysis & basic recommender systems
- ML algorithms like KNN, Random Forrest, XG Boost, SVM, ANN & Deep learning
- Natural language Processing (NLP) analysis like Sentiment analysis & Topic modeling
Time Series Forecasting
Sentiment Analysis
Sentiment Analysis – Word cloud
