About This Course
Artificial intelligence (AI) is an area of computer science that emphasizes the creation of intelligent systems used to help enterprises manage the increasing complexity of their business. This learning path covers the concept of AI including machine learning (ML), deep learning, and expert systems using Java libraries.
Benefits of using Java in AI
Java is already a popular programming language which offers an AI developer the following benefits:
- Ease of debugging
- Ease of use
- Large-scale projects simplification
- Representation of data in graphics
- Better interaction with the user
Learning Objectives
Learn the different machine learning techniques and implementations using Java libraries
Features and capabilities of Neuroph framework and Neural Networks
How you work with Neural Networks using Neuroph Framework
Implement advanced neural networks by using DL4j.
Curriculum
54 Lessons20h
AI Fundamentals
Machine Learning and Artificial Intelligence Goals
Essential Features of Artificial Intelligence
Development Environment for Artificial Intelligence
Machine Learning with Java
Artificial Intelligence Implementation Scenarios
Deeplearning4J Introduction
Configure Neural Network Using DL4J
Predictive Modeling
Practical Exercise
Assessment
Machine Learning Implementation
Neural Network and Neuroph Framework
Neural Network and NLP Implementation
Expert Systems and Reinforcement Learning
