Advanced Learning Algorithms
Completed by Peinan Hu
June 18, 2025
34 hours (approximately)
Peinan Hu'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: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Model Training
- Category: Deep Learning
- Category: Model Evaluation
- Category: Logistic Regression
- Category: Random Forest Algorithm
- Category: Regression Analysis
- Category: Classification Algorithms
- Category: Supervised Learning
- Category: Machine Learning
