Advanced Learning Algorithms
Completed by Jiarui Luan
March 22, 2025
34 hours (approximately)
Jiarui Luan'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: Random Forest Algorithm
- Category: Model Evaluation
- Category: Data Ethics
- Category: Machine Learning Algorithms
- Category: Classification Algorithms
- Category: Tensorflow
- Category: Model Optimization
- Category: Machine Learning
- Category: Logistic Regression
- Category: Applied Machine Learning
- Category: Model Training
