Advanced Learning Algorithms
Completed by Raef Talaat Kandil
September 28, 2026
34 hours (approximately)
Raef Talaat Kandil'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: Model Evaluation
- Category: Responsible AI
- Category: Transfer Learning
- Category: Deep Learning
- Category: Logistic Regression
- Category: Supervised Learning
- Category: Model Training
- Category: Applied Machine Learning
- Category: Random Forest Algorithm
- Category: Regression Analysis
- Category: Machine Learning
- Category: Model Optimization
