Advanced Learning Algorithms
Completed by Alexey Dr. Grinin
November 26, 2025
34 hours (approximately)
Alexey Dr. Grinin'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: Logistic Regression
- Category: Model Training
- Category: Artificial Neural Networks
- Category: Model Optimization
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Decision Tree Learning
- Category: Artificial Intelligence
- Category: Responsible AI
- Category: Machine Learning Methods