Advanced Learning Algorithms
Completed by Tomoyuki Kawashita
March 1, 2025
34 hours (approximately)
Tomoyuki Kawashita'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: Classification Algorithms
- Category: Data Ethics
- Category: Random Forest Algorithm
- Category: Fine-tuning
- Category: Tensorflow
- Category: Model Training
- Category: Machine Learning
- Category: Model Optimization
- Category: Decision Tree Learning
- Category: Transfer Learning
- Category: Logistic Regression
- Category: Responsible AI
