Classification Analysis
Completed by Peter Megenhardt
December 4, 2024
38 hours (approximately)
Peter Megenhardt's account is verified. Coursera certifies their successful completion of Classification Analysis
What you will learn
Understand the concept and significance of classification as a supervised learning method.
Identify and describe different classifiers, apply each classifier to perform binary and multiclass classification tasks on diverse datasets.
Evaluate the performance of classifiers, select and fine-tune classifiers based on dataset characteristics and learning requirements.
Skills you will gain
- Category: Model Evaluation
- Category: Classification Algorithms
- Category: Analytical Skills
- Category: Machine Learning Methods
- Category: Applied Machine Learning
- Category: Logistic Regression
- Category: Decision Tree Learning
- Category: Data Analysis
- Category: Feature Engineering
- Category: Bayesian Statistics
- Category: Machine Learning Algorithms
- Category: Model Training
