Advanced Learning Algorithms
Completed by Christoph Miller
April 11, 2025
34 hours (approximately)
Christoph Miller'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: Supervised Learning
- Category: Model Optimization
- Category: Regression Analysis
- Category: Artificial Neural Networks
- Category: Responsible AI
- Category: Model Training
- Category: Deep Learning
- Category: Logistic Regression
- Category: Model Evaluation
- Category: Random Forest Algorithm
- Category: Applied Machine Learning
- Category: Decision Tree Learning
