Building Recommender Systems with Machine Learning and AI
Completed by Sophie Yang
February 13, 2025
14 hours (approximately)
Sophie Yang's account is verified. Coursera certifies their successful completion of Building Recommender Systems with Machine Learning and AI
What you will learn
Evaluate and optimize recommender system performance using metrics like RMSE and MAE.
Master content-based and collaborative filtering techniques to build personalized recommendation engines.
Implement and tune matrix factorization and deep learning methods for scalable recommendation systems.
Skills you will gain
- Category: Artificial Neural Networks
- Category: Machine Learning Methods
- Category: Model Evaluation
- Category: Autoencoders
- Category: AI Personalization
- Category: Machine Learning Algorithms
- Category: Fraud detection
- Category: Dimensionality Reduction
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: AWS SageMaker
- Category: Model Optimization
- Category: Scalability
