Advanced Learning Algorithms
Completed by Yihui Lu
February 12, 2025
34 hours (approximately)
Yihui Lu'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
- Category: Applied Machine Learning
- Category: Data Ethics
- Category: Machine Learning Algorithms
- Category: Responsible AI
- Category: Supervised Learning
- Category: Regression Analysis
- Category: Classification Algorithms
- Category: Transfer Learning
- Category: Model Optimization
- Category: Artificial Neural Networks
- Category: Random Forest Algorithm
