Advanced Learning Algorithms
Completed by Nicolò Nuca
May 13, 2025
34 hours (approximately)
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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: Data Ethics
- Category: Transfer Learning
- Category: Deep Learning
- Category: Responsible AI
- Category: Decision Tree Learning
- Category: Tensorflow
- Category: Random Forest Algorithm
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Classification Algorithms
- Category: Supervised Learning