Advanced Learning Algorithms
Completed by Kyumin Kim
February 3, 2025
34 hours (approximately)
Kyumin Kim'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: Model Optimization
- Category: Classification Algorithms
- Category: Machine Learning Algorithms
- Category: Decision Tree Learning
- Category: Random Forest Algorithm
- Category: Data Ethics
- Category: Artificial Neural Networks
- Category: Responsible AI
- Category: Supervised Learning
- Category: Regression Analysis
- Category: Applied Machine Learning
