Advanced Learning Algorithms
Completed by Vihanga Muthumala
January 12, 2025
34 hours (approximately)
Vihanga Muthumala'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: Machine Learning Algorithms
- Category: Model Optimization
- Category: Applied Machine Learning
- Category: Machine Learning
- Category: Deep Learning
- Category: Artificial Neural Networks
- Category: Responsible AI
- Category: Regression Analysis
- Category: Random Forest Algorithm
- Category: Model Training
- Category: Transfer Learning
