Advanced Learning Algorithms
Completed by Christian Koch
July 4, 2023
34 hours (approximately)
Christian Koch'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: Performance Tuning
- Category: Artificial Intelligence
- Category: Machine Learning
- Category: Random Forest Algorithm
- Category: Logistic Regression
- Category: Supervised Learning
- Category: Decision Tree Learning
- Category: Deep Learning
- Category: Applied Machine Learning
- Category: Data Ethics
- Category: Classification Algorithms
