Classification Analysis
Completed by I SHANIA JONE
March 6, 2025
38 hours (approximately)
I SHANIA JONE'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: Decision Tree Learning
- Category: Logistic Regression
- Category: Feature Engineering
- Category: Data Analysis
- Category: Model Evaluation
- Category: Supervised Learning
- Category: Predictive Modeling
- Category: Applied Machine Learning
- Category: Model Training
- Category: Analytical Skills
- Category: Classification Algorithms
