Advanced Learning Algorithms
Completed by Naoto Tokuyama
March 18, 2025
34 hours (approximately)
Naoto Tokuyama'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: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Regression Analysis
- Category: Model Evaluation
- Category: Random Forest Algorithm
- Category: Deep Learning
- Category: Logistic Regression
- Category: Decision Tree Learning
- Category: Data Ethics
- Category: Model Training
- Category: Transfer Learning
- Category: Tensorflow
