Advanced Learning Algorithms
Completed by Hsiu-Hsien Lin
August 24, 2022
34 hours (approximately)
Hsiu-Hsien Lin'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: Decision Tree Learning
- Category: Logistic Regression
- Category: Random Forest Algorithm
- Category: Model Evaluation
- Category: Applied Machine Learning
- Category: Classification Algorithms
- Category: Responsible AI
- Category: Transfer Learning
- Category: Machine Learning Algorithms
- Category: Artificial Neural Networks
- Category: Regression Analysis
- Category: Tensorflow
