Advanced Learning Algorithms
Completed by Pei-Chun Yang
June 27, 2024
34 hours (approximately)
Pei-Chun Yang'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: Supervised Learning
- Category: Deep Learning
- Category: Model Evaluation
- Category: Logistic Regression
- Category: Responsible AI
- Category: Transfer Learning
- Category: Random Forest Algorithm
- Category: Regression Analysis
- Category: Model Optimization
- Category: Decision Tree Learning
- Category: Model Training
- Category: Machine Learning
