Applied Machine Learning
Turning data into actionable insights for a smarter world
- Definition: We build models that learn patterns from data to make predictions or decisions based on data.
- Data Sources: Public datasets, company data, customer data, transaction data, and social media data.
- Benefits: cost reduction, improved process efficiency, data-driven insights and automation of routine tasks.
- Deliverables: Data exploration, processing, analysis, visualization, machine learning modeling, and prescriptive analytics.
Sample Projects
Time series analysis for stock price prediction.
Clustering analysis
Predicting the probability of car arrivals at a traffic intersection.
Anomaly detection for fraud transaction analysis
GPT-enabled travel app for generating customized itinerary.
Other Applications
Recommendation systems for Ecommerce applications.
Predicting risk scores for loan applicants.
Predicting risk scores for loan applicants.
