Advanced Learning Algorithms
Completed by Matthew Leybold
March 16, 2025
34 hours (approximately)
Matthew Leybold'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: Logistic Regression
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Regression Analysis
- Category: Supervised Learning
- Category: Classification Algorithms
- Category: Artificial Neural Networks
- Category: Model Optimization
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Deep Learning
