Advanced Learning Algorithms
Completed by Xiaoying Lan
May 22, 2025
34 hours (approximately)
Xiaoying Lan'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: Model Training
- Category: Supervised Learning
- Category: Data Ethics
- Category: Transfer Learning
- Category: Random Forest Algorithm
- Category: Applied Machine Learning
- Category: Classification Algorithms
- Category: Regression Analysis
- Category: Deep Learning
- Category: Model Evaluation
- Category: Responsible AI
- Category: Decision Tree Learning
