Advanced Learning Algorithms
Completed by 承凯 姜
August 19, 2025
34 hours (approximately)
承凯 姜'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: Decision Tree Learning
- Category: Regression Analysis
- Category: Data Ethics
- Category: Responsible AI
- Category: Artificial Neural Networks
- Category: Random Forest Algorithm
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Deep Learning
- Category: Machine Learning
