Deep Learning Essentials
Completed by Xiao Han
March 27, 2025
15 hours (approximately)
Xiao Han's account is verified. Coursera certifies their successful completion of Deep Learning Essentials
What you will learn
Understand the history and context of the deep learning field, and explore what "intelligence" really means.
Explore deep learning models like the perceptron, neural networks and backpropagation, and study the techniques that drive them.
Code a project using Python where you will preprocess data and use your data to train a Support Vector Machine (SVM.)
Skills you will gain
- Category: Applied Machine Learning
- Category: Machine Learning
- Category: PyTorch (Machine Learning Library)
- Category: Data Preprocessing
- Category: Artificial Intelligence
- Category: Model Training
- Category: Deep Learning
- Category: Machine Learning Algorithms
- Category: Artificial Neural Networks
- Category: Model Optimization
