Advanced Learning Algorithms
Completed by Si Guanglin
February 12, 2026
34 hours (approximately)
Si Guanglin'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: Responsible AI
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Deep Learning
- Category: Classification Algorithms
- Category: Logistic Regression
- Category: Tensorflow
- Category: Random Forest Algorithm
- Category: Model Training
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Supervised Learning
