Advanced Learning Algorithms
Completed by Theodoros Karalis
February 23, 2025
34 hours (approximately)
Theodoros Karalis'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: Transfer Learning
- Category: Random Forest Algorithm
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Responsible AI
- Category: Artificial Neural Networks
- Category: Supervised Learning
- Category: Model Optimization
- Category: Model Training
- Category: Logistic Regression
- Category: Regression Analysis
- Category: Machine Learning
