Classification Analysis
Completed by Salam Alli
September 7, 2024
38 hours (approximately)
Salam Alli'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: Predictive Modeling
- Category: Supervised Learning
- Category: Feature Engineering
- Category: Bayesian Statistics
- Category: Machine Learning Algorithms
- Category: Decision Tree Learning
- Category: Model Training
- Category: Classification Algorithms
- Category: Data Analysis
- Category: Applied Machine Learning
- Category: Machine Learning Methods
- Category: Logistic Regression
