Advanced Learning Algorithms
Completed by Caroline Feng
July 15, 2025
34 hours (approximately)
Caroline Feng'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: Regression Analysis
- Category: Artificial Neural Networks
- Category: Supervised Learning
- Category: Model Training
- Category: Logistic Regression
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Deep Learning
- Category: Machine Learning
- Category: Model Optimization
- Category: Decision Tree Learning
