Advanced Learning Algorithms
Completed by Erik Jan van Ingen
May 16, 2025
34 hours (approximately)
Erik Jan van Ingen'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: Responsible AI
- Category: Artificial Neural Networks
- Category: Supervised Learning
- Category: Model Optimization
- Category: Deep Learning
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Logistic Regression
- Category: Decision Tree Learning
- Category: Model Training
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
