Advanced Learning Algorithms
Completed by Yingyao Song
November 16, 2025
34 hours (approximately)
Yingyao Song'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: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Deep Learning
- Category: Logistic Regression
- Category: Random Forest Algorithm
- Category: Fine-tuning
- Category: Model Evaluation
- Category: Data Ethics
- Category: Transfer Learning
- Category: Tensorflow
- Category: Classification Algorithms
- Category: Model Optimization
