Advanced Learning Algorithms
Completed by Ruilin Shi
January 10, 2026
34 hours (approximately)
Ruilin Shi'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: Model Evaluation
- Category: Responsible AI
- Category: Transfer Learning
- Category: Deep Learning
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Classification Algorithms
- Category: Model Training
- Category: Logistic Regression
- Category: Random Forest Algorithm
- Category: Regression Analysis
- Category: Tensorflow
