Advanced Learning Algorithms
Completed by YUCHEN HAN
August 26, 2025
34 hours (approximately)
YUCHEN HAN'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: Regression Analysis
- Category: Responsible AI
- Category: Decision Tree Learning
- Category: Model Training
- Category: Model Optimization
- Category: Tensorflow
- Category: Supervised Learning
- Category: Logistic Regression
- Category: Machine Learning
- Category: Transfer Learning
- Category: Model Evaluation
- Category: Data Ethics
