Book Contents in PDF

Chapter 1. Recommender Systems

chapter1.pptx

chapter2 Collaborative Filtering.pdf

chapter2.pptx

Python code in Google Colab

chapter3 Content-based Filtering.pdf

chapter3.ppt

Python code in Google Colab

chapter4 Context-aware Intelligent Systems.pdf

chapter4.pptx

Python code in Google Colab

Chapter 5. Matrix Decomposition Algorithms

chapter 5.pptx

Python code in Google Colab

Chapter 6. Machine Learning with Neural Nets

Slides (draft)

Python code in Google Colab

(Book Example 6.4) Code for a Graph Convolution Neural Network

Chapter 8. Graph-based Intelligent Systems

chapter 8.pptx

(Book Example 8.5) Python code in Google Colab

Chapter 9. Εvaluation Metrics

chapter9.pptx

Python code in Google Colab

Chapter 10. New Trends

Slides (draft)