Advanced Learning Algorithms
Completed by Stephan Könnel
February 25, 2025
34 hours (approximately)
Stephan Könnel'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: Random Forest Algorithm
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Artificial Neural Networks
- Category: Responsible AI
- Category: Logistic Regression
- Category: Machine Learning
- Category: Regression Analysis
- Category: Model Optimization
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Deep Learning
