Artificial Intelligence Foundations: Neural Networks
This course offers a comprehensive introduction to the principles and techniques of artificial neural networks, including their components, common models, and applications. It provides hands-on experience in building and training a neural network using the Keras Sequential API. The course is designed to help learners gain a solid understanding of how to build, train, improve, and use neural networks.
Skills for certificate:
Machine Learning
Keras
Neural Networks
Deep Learning
Problem Solving
Critical Thinking
Data Science
Artificial Intelligence
Reinforcement Learning
Artificial Intelligence Foundations: Neural Networks
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Description
This course offers a comprehensive introduction to the principles and techniques of artificial neural networks, including their components, common models, and applications. It provides hands-on experience in building and training a neural network using the Keras Sequential API. The course is designed to help learners gain a solid understanding of how to build, train, improve, and use neural networks.
Learning Objectives
- Understanding neural networks.
- Learning key components in neural network architecture.
- Exploring other types of neural networks.
- Building a neural network using Keras.
- Optimizing a neural network.