Advanced Learning Algorithms
Completed by Ahmed Yasser Kamel
April 29, 2024
34 hours (approximately)
Ahmed Yasser Kamel'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: Applied Machine Learning
- Category: Model Optimization
- Category: Model Evaluation
- Category: Model Training
- Category: Random Forest Algorithm
- Category: Decision Tree Learning
- Category: Fine-tuning
- Category: Logistic Regression
- Category: Supervised Learning
- Category: Deep Learning
- Category: Artificial Neural Networks
- Category: Responsible AI
