Foundations of Model Optimization and Deep Learning
Completed by Onkar Kahate
May 5, 2026
7 hours (approximately)
Onkar Kahate'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: Model Evaluation
- Category: Model Training
- Category: Convolutional Neural Networks
- Category: Machine Learning Methods
- Category: Bayesian Statistics
- Category: Computer Vision
- Category: Model Optimization
- Category: Keras (Neural Network Library)
- Category: Image Analysis
- Category: Applied Machine Learning
- Category: Artificial Intelligence
- Category: Artificial Neural Networks
