Advanced Learning Algorithms
Completed by Héctor Augusto Castro
April 28, 2025
34 hours (approximately)
Héctor Augusto Castro'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: Logistic Regression
- Category: Supervised Learning
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Deep Learning
- Category: Responsible AI
- Category: Tensorflow
- Category: Data Ethics
- Category: Classification Algorithms
- Category: Model Training
- Category: Decision Tree Learning
- Category: Applied Machine Learning
