Advanced Learning Algorithms
Completed by Asma Firdous Siddiqui
February 25, 2026
34 hours (approximately)
Asma Firdous Siddiqui'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: Responsible AI
- Category: Random Forest Algorithm
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
- Category: Deep Learning
- Category: Model Evaluation
- Category: Logistic Regression
- Category: Transfer Learning
- Category: Model Training
- Category: Supervised Learning
- Category: Machine Learning
- Category: Regression Analysis
