Advanced Learning Algorithms
Completed by Qingyuan Rick Li
May 24, 2025
34 hours (approximately)
Qingyuan Rick Li'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: Applied Machine Learning
- Category: Model Evaluation
- Category: Random Forest Algorithm
- Category: Artificial Neural Networks
- Category: Machine Learning
- Category: Responsible AI
- Category: Model Training
- Category: Logistic Regression
- Category: Decision Tree Learning
- Category: Supervised Learning
- Category: Machine Learning Algorithms
- Category: Transfer Learning
