Foundations of Model Optimization and Deep Learning
Completed by Gabriel de Souza Mello
August 15, 2026
7 hours (approximately)
Gabriel de Souza Mello's account is verified. Coursera certifies their successful completion of Foundations of Model Optimization and Deep Learning
What you will learn
Learn how to apply hyperparameter tuning and optimization techniques to enhance machine learning models.
Gain hands-on experience with Convolutional Neural Networks (CNNs) for image classification.
Understand regularization methods and data augmentation techniques to improve model performance.
Build and optimize deep learning models using Keras, TensorFlow, and PyTorch.
Skills you will gain
- Category: Dimensionality Reduction
- Category: Convolutional Neural Networks
- Category: Keras (Neural Network Library)
- Category: Model Evaluation
- Category: Artificial Intelligence
- Category: Tensorflow
- Category: PyTorch (Machine Learning Library)
- Category: Deep Learning
- Category: Computer Vision
- Category: Model Optimization
