Foundations of Model Optimization and Deep Learning
Completed by Sameer Gurumukhi
May 18, 2026
7 hours (approximately)
Sameer Gurumukhi'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: Keras (Neural Network Library)
- Category: Applied Machine Learning
- Category: Machine Learning Methods
- Category: Model Evaluation
- Category: Artificial Intelligence
- Category: Model Training
- Category: Convolutional Neural Networks
- Category: Image Analysis
- Category: Computer Vision
- Category: Model Optimization
- Category: Artificial Neural Networks
- Category: PyTorch (Machine Learning Library)
