Advanced Learning Algorithms
Completed by Kwun Pang Yau
September 14, 2025
34 hours (approximately)
Kwun Pang Yau'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: Logistic Regression
- Category: Deep Learning
- Category: Model Evaluation
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Transfer Learning
- Category: Responsible AI
- Category: Regression Analysis
- Category: Model Training
- Category: Supervised Learning
- Category: Machine Learning
- Category: Model Optimization
