Advanced Learning Algorithms
Completed by Yuhao Fan
February 26, 2025
34 hours (approximately)
Yuhao Fan'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: Tensorflow
- Category: Data Ethics
- Category: Classification Algorithms
- Category: Supervised Learning
- Category: Deep Learning
- Category: Logistic Regression
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Responsible AI
- Category: Machine Learning
- Category: Fine-tuning
- Category: Random Forest Algorithm
