Advanced Learning Algorithms
Completed by Haixiang Ou
February 26, 2025
34 hours (approximately)
Haixiang Ou'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: Machine Learning Algorithms
- Category: Artificial Neural Networks
- Category: Model Evaluation
- Category: Model Training
- Category: Tensorflow
- Category: Decision Tree Learning
- Category: Applied Machine Learning
- Category: Data Ethics
- Category: Transfer Learning
- Category: Model Optimization
- Category: Random Forest Algorithm
- Category: Logistic Regression
