Learn about the theory behind Knowledge Bases, expert systems, and their associated knowledge graphs.
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Baeldung Author
Gabriele De Luca
Gabriele specializes in artificial intelligence and innovation and on the impact of technology on society. He has authored several scientific papers in the sectors of machine learning, natural language processing, network theory, and multi-agent simulations. On Baeldung he contributes to the section on computer science, where he publishes articles on the theory behind machine learning and artificial intelligence.
Here's what I've written (so far):
Baeldung on Computer Science
- All
- Machine Learning (18)
- Math and Logic (16)
- Artificial Intelligence (13)
- Deep Learning (11)
- Algorithms (9)
- Programming (6)
- Latex (5)
- Graphs (3)
- Security (2)
- Data Structures (2)
- Data Science (2)
- Sorting (1)
- OS (1)
- Networking (1)
- Graph Theory (1)
- Core Concepts (1)
- Computer Vision (1)
Difference Between a Feature and a Label
Filed under Machine Learning
Explore two important conceptual definitions for supervised learning – features and labels in a dataset.
Big Data vs Data Mining
Filed under Data Science
Explore the main conceptual and technical differences between Big Data and Data Mining.
What Is the Difference Between Labeled and Unlabeled Data?
Filed under Computer Vision
Explore the information-theoretic explanation of the difference between labeled and unlabeled data.
Introduction to Emotion Detection in Written Text
Filed under Artificial Intelligence
Study the theoretical foundations of the problem of emotion detection in texts.
A Simple Explanation of Naive Bayes Classification
Filed under Artificial Intelligence
A comprehensive overview of Naive Bayes Classification.
What Are the Prerequisites for Studying Machine Learning?
Filed under Artificial Intelligence
Explore common prerequisites to the study of machine learning.
What Is the Difference Between a Directed and an Undirected Graph
Filed under Data Structures, Graphs
Explore the differences between directed and undirected graphs.
Advantages and Disadvantages of Neural Networks
Filed under Artificial Intelligence
Learn when it’s advisable to use neural networks and when we should avoid using neural networks and favor other techniques instead