Foundations of Machine Learning
Completed by Akilesh S
July 7, 2025
25 hours (approximately)
Akilesh S's account is verified. Coursera certifies their successful completion of Foundations of Machine Learning
What you will learn
Construct Machine Learning models using the various steps of a typical Machine Learning Workflow
Apply appropriate metrics for various business problems to assess the performance of Machine Learning models
Develop regression and tree based Machine learning Models to make predictions on relevant business problems
Analyze business problems where unsupervised Machine Learning models could be used to derive value from data
Skills you will gain
- Category: Feature Engineering
- Category: Model Optimization
- Category: Model Deployment
- Category: Decision Tree Learning
- Category: Applied Machine Learning
- Category: Anomaly Detection
- Category: Predictive Modeling
- Category: Supervised Learning
- Category: Regression Analysis
- Category: Model Training
- Category: Data Preprocessing
- Category: Machine Learning Algorithms
