Advanced Learning Algorithms
Completed by Felipe Martins Pedrosa
March 14, 2025
34 hours (approximately)
Felipe Martins Pedrosa'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: Transfer Learning
- Category: Classification Algorithms
- Category: Machine Learning
- Category: Data Ethics
- Category: Logistic Regression
- Category: Model Evaluation
- Category: Fine-tuning
- Category: Deep Learning
- Category: Model Training
- Category: Tensorflow
- Category: Model Optimization
- Category: Random Forest Algorithm
