Advanced Learning Algorithms
Completed by Alexandros Koutsoukos
March 4, 2026
34 hours (approximately)
Alexandros Koutsoukos'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: Data Ethics
- Category: Transfer Learning
- Category: Deep Learning
- Category: Model Evaluation
- Category: Responsible AI
- Category: Classification Algorithms
- Category: Machine Learning Algorithms
- Category: Applied Machine Learning
- Category: Model Training
- Category: Logistic Regression
- Category: Random Forest Algorithm
