Advanced Learning Algorithms
Completed by Konstantina Vavouraki
August 16, 2025
34 hours (approximately)
Konstantina Vavouraki'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 Algorithms
- Category: Applied Machine Learning
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Supervised Learning
- Category: Deep Learning
- Category: Machine Learning
- Category: Model Optimization
- Category: Model Training
- Category: Logistic Regression
- Category: Random Forest Algorithm
