Foundations of Machine Learning
Completed by Kristina Bistrova
January 31, 2025
25 hours (approximately)
Kristina Bistrova'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: Machine Learning Methods
- Category: Feature Engineering
- Category: Supervised Learning
- Category: Data Preprocessing
- Category: Regression Analysis
- Category: Logistic Regression
- Category: Model Training
- Category: Model Evaluation
- Category: Predictive Modeling
- Category: Classification Algorithms
- Category: Decision Tree Learning
- Category: Model Deployment
