Predicting Extreme Climate Behavior with Machine Learning
Completed by Violet Ishak
November 17, 2025
24 hours (approximately)
Violet Ishak's account is verified. Coursera certifies their successful completion of Predicting Extreme Climate Behavior with Machine Learning
What you will learn
Analyze and differentiate between various machine learning algorithms, including unsupervised and supervised methods
Apply dimensionality reduction techniques, such as Principal Component Analysis (PCA) and Singular Value Decomposition (SVD), to complex datasets
Implement supervised learning algorithms using Python, and evaluate their performance through practical exercises and real-world case studies.
Develop and apply effective clustering methods to analyze and segment data
Skills you will gain
- Category: Machine Learning
- Category: Dimensionality Reduction
- Category: Predictive Modeling
- Category: Classification Algorithms
- Category: Data Science
- Category: Machine Learning Methods
- Category: Decision Tree Learning
- Category: Artificial Neural Networks
- Category: Logistic Regression
- Category: Regression Analysis
- Category: Machine Learning Algorithms
- Category: Applied Machine Learning
