Advanced Learning Algorithms
Completed by Tianyue Gao
April 29, 2025
34 hours (approximately)
Tianyue Gao'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: Logistic Regression
- Category: Deep Learning
- Category: Model Evaluation
- Category: Supervised Learning
- Category: Machine Learning
- Category: Model Optimization
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Model Training
- Category: Transfer Learning
- Category: Decision Tree Learning
