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: Machine Learning Methods
- Category: Supervised Learning
- Category: Model Training
- Category: Decision Tree Learning
- Category: Machine Learning Algorithms
- Category: Fine-tuning
- Category: Bayesian Statistics
- Category: Feature Engineering
- Category: Analytical Skills
- Category: Model Evaluation
- Category: Predictive Modeling
- Category: Classification Algorithms
