Advanced Learning Algorithms
Completed by Chun-Wei Hsu
November 22, 2024
34 hours (approximately)
Chun-Wei Hsu'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: Random Forest Algorithm
- Category: Fine-tuning
- Category: Responsible AI
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Supervised Learning
- Category: Deep Learning
- Category: Decision Tree Learning
- Category: Data Ethics
- Category: Tensorflow
