Advanced Learning Algorithms
Completed by Jingxin Lei
August 28, 2025
34 hours (approximately)
Jingxin Lei'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: Data Ethics
- Category: Tensorflow
- Category: Classification Algorithms
- Category: Machine Learning
- Category: Model Optimization
- Category: Random Forest Algorithm
- Category: Fine-tuning
- Category: Decision Tree Learning
- Category: Model Training
- Category: Logistic Regression
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
