Advanced Learning Algorithms
Completed by Karl Cresser
November 14, 2025
34 hours (approximately)
Karl Cresser'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: Model Evaluation
- Category: Transfer Learning
- Category: Deep Learning
- Category: Logistic Regression
- Category: Machine Learning Algorithms
- Category: Tensorflow
- Category: Model Training
- Category: Applied Machine Learning
- Category: Decision Tree Learning
- Category: Data Ethics
- Category: Classification Algorithms
- Category: Random Forest Algorithm
