Advanced Learning Algorithms
Completed by Swaminathan Muthuveerappan
July 3, 2025
34 hours (approximately)
Swaminathan Muthuveerappan'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: Model Evaluation
- Category: Data Ethics
- Category: Transfer Learning
- Category: Responsible AI
- Category: Random Forest Algorithm
- Category: Regression Analysis
- Category: Machine Learning
- Category: Model Optimization
- Category: Artificial Neural Networks
- Category: Supervised Learning
- Category: Logistic Regression
- Category: Deep Learning
