Advanced Learning Algorithms
Completed by Irene De La Cruz Hernández
March 4, 2025
34 hours (approximately)
Irene De La Cruz Hernández'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: Machine Learning Methods
- Category: Machine Learning
- Category: Random Forest Algorithm
- Category: Regression Analysis
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Logistic Regression
- Category: Artificial Neural Networks
- Category: Supervised Learning
- Category: Model Optimization
- Category: Applied Machine Learning
