Classification Analysis
Completed by Prashant Kumar
March 15, 2026
38 hours (approximately)
Prashant Kumar'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: Classification Algorithms
- Category: Model Evaluation
- Category: Analytical Skills
- Category: Decision Tree Learning
- Category: Machine Learning Algorithms
- Category: Applied Machine Learning
- Category: Data Analysis
- Category: Logistic Regression
- Category: Bayesian Statistics
- Category: Feature Engineering
- Category: Machine Learning Methods
- Category: Model Training
