Advanced Learning Algorithms
Completed by Kinga Dabrowska
July 30, 2025
34 hours (approximately)
Kinga Dabrowska's account is verified. Coursera certifies their successful completion of Advanced Learning Algorithms
What you will learn
Build and train a neural network with TensorFlow to perform multi-class classification
Apply best practices for machine learning development so that your models generalize to data and tasks in the real world
Build and use decision trees and tree ensemble methods, including random forests and boosted trees
Skills you will gain
- Category: Decision Tree Learning
- Category: Deep Learning
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Responsible AI
- Category: Data Ethics
- Category: Classification Algorithms
- Category: Machine Learning Algorithms
- Category: Machine Learning
- Category: Random Forest Algorithm
- Category: Regression Analysis
- Category: Logistic Regression
