Advanced Learning Algorithms
Completed by Paulo Roberto Albuquerque
June 6, 2025
34 hours (approximately)
Paulo Roberto Albuquerque'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: Random Forest Algorithm
- Category: Model Evaluation
- Category: Artificial Neural Networks
- Category: Classification Algorithms
- Category: Logistic Regression
- Category: Performance Tuning
- Category: Machine Learning
- Category: Transfer Learning
- Category: Decision Tree Learning
- Category: Artificial Intelligence
- Category: Data Ethics
