Artificial Intelligence III - Deep Learning in Java

Description

In this coure, you will :

• Understands deep learning fundamentals
• Understand convolutional neural networks (CNNs)
• Implement convolutional neural networks with DL4J library in Java
• Understand recurrent neural networks (RNNs)
• Understand the word2vec approach

Syllabus :

• Artificial Intelligence Basics
• Installing Deep Learning Library
• Deep Neural Networks Theory
• Deep Neural Networks Implementation
• Convolutional Neural Networks (CNNs) Theory
• Convolutional Neural Networks (CNNs) Implementation - Digit Classification
• Convolutional Neural Networks (CNNs) Implementation - Smile Detect
• Recurrent Neural Networks (RNNs) Theory
• Recurrent Neural Networks (RNNs) Implementation
• Course Materials (DOWNLOADS)