Advanced Learning Algorithms
Completed by Kuo-Feng Weng
October 28, 2024
34 hours (approximately)
Kuo-Feng Weng'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 Evaluation
- Category: Transfer Learning
- Category: Responsible AI
- Category: Machine Learning Methods
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Logistic Regression
- Category: Machine Learning
- Category: Random Forest Algorithm
- Category: Regression Analysis
- Category: Model Optimization
- Category: Artificial Neural Networks
