Advanced Learning Algorithms
Completed by Siyu(Fiona) Zheng
July 21, 2024
34 hours (approximately)
Siyu(Fiona) Zheng'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: Machine Learning
- Category: Model Optimization
- Category: Model Training
- Category: Logistic Regression
- Category: Data Ethics
- Category: Tensorflow
- Category: Classification Algorithms
- Category: Decision Tree Learning
- Category: Random Forest Algorithm
- Category: Fine-tuning
- Category: Transfer Learning
- Category: Responsible AI
