Certificate
Course completed by
Chinthamanu Mahesh
Course Duration
~ 1 hour
Issued
June 11, 2026
Certificate ID
eb35b6007f536278
Skills
Regression Algorithms – Learn how to apply linear, robust, and support vector regression models for prediction. Classification Techniques – Understand classification algorithms (decision trees, ensemble methods, SVM). Clustering & Pattern Recognition – Master unsupervised clustering method K-means. Model Evaluation & Performance Metrics – Interpret key performance indicators (R-squared, RMSE, confusion matrices, silhouette scores) to validate model accuracy. Real-World Case Studies & Applications – Explore industry examples including well productivity prediction.