Classification Analysis
Completed by Shubham Dubey
April 30, 2025
38 hours (approximately)
Shubham Dubey'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: Bayesian Statistics
- Category: Decision Tree Learning
- Category: Classification Algorithms
- Category: Model Training
- Category: Machine Learning Methods
- Category: Supervised Learning
- Category: Machine Learning Algorithms
- Category: Data Analysis
- Category: Applied Machine Learning
- Category: Fine-tuning
- Category: Analytical Skills
- Category: Logistic Regression
