Advanced Learning Algorithms
Completed by Wen-Wei Liao
January 24, 2024
34 hours (approximately)
Wen-Wei Liao'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: Transfer Learning
- Category: Model Training
- Category: Decision Tree Learning
- Category: Fine-tuning
- Category: Data Ethics
- Category: Random Forest Algorithm
- Category: Model Evaluation
- Category: Logistic Regression
- Category: Supervised Learning
- Category: Deep Learning
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
