Advanced Learning Algorithms
Completed by Ingrid Ögren
June 1, 2025
34 hours (approximately)
Ingrid Ögren'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: Deep Learning
- Category: Random Forest Algorithm
- Category: Model Evaluation
- Category: Machine Learning
- Category: Model Optimization
- Category: Supervised Learning
- Category: Responsible AI
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Data Ethics
- Category: Regression Analysis
- Category: Decision Tree Learning
