Advanced Learning Algorithms
Completed by Zeren Liu
May 30, 2025
34 hours (approximately)
Zeren Liu'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: Random Forest Algorithm
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Classification Algorithms
- Category: Tensorflow
- Category: Data Ethics
- Category: Fine-tuning
- Category: Model Optimization
- Category: Logistic Regression
- Category: Deep Learning
- Category: Artificial Neural Networks
- Category: Model Evaluation
