Advanced Learning Algorithms
Completed by 杨 孙
October 17, 2025
34 hours (approximately)
杨 孙'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 Optimization
- Category: Model Training
- Category: Responsible AI
- Category: Supervised Learning
- Category: Deep Learning
- Category: Model Evaluation
- Category: Logistic Regression
- Category: Machine Learning
- Category: Regression Analysis
- Category: Classification Algorithms
- Category: Decision Tree Learning
- Category: Artificial Neural Networks
