Advanced Learning Algorithms
Completed by Siming Liu
April 3, 2025
34 hours (approximately)
Siming Liu'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: Transfer Learning
- Category: Responsible AI
- Category: Machine Learning
- Category: Supervised Learning
- Category: Model Optimization
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Data Ethics
- Category: Tensorflow
- Category: Decision Tree Learning
- Category: Logistic Regression
- Category: Deep Learning
