Advanced Learning Algorithms
Completed by José Garrido Caetano
October 6, 2025
34 hours (approximately)
José Garrido Caetano'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: Supervised Learning
- Category: Machine Learning
- Category: Model Optimization
- Category: Data Ethics
- Category: Decision Tree Learning
- Category: Deep Learning
- Category: Model Evaluation
- Category: Machine Learning Algorithms
- Category: Tensorflow
- Category: Classification Algorithms
- Category: Responsible AI
- Category: Random Forest Algorithm
