Advanced Learning Algorithms
Completed by Xiaohan Pei
March 5, 2026
34 hours (approximately)
Xiaohan Pei'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: Machine Learning Algorithms
- Category: Applied Machine Learning
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Supervised Learning
- Category: Deep Learning
- Category: Responsible AI
- Category: Logistic Regression
- Category: Model Training
- Category: Random Forest Algorithm
- Category: Fine-tuning
- Category: Classification Algorithms
