Szczegóły ebooka

Artificial Intelligence and Machine Learning Fundamentals. Develop real-world applications powered by the latest AI advances

Artificial Intelligence and Machine Learning Fundamentals. Develop real-world applications powered by the latest AI advances

Zsolt Nagy

Ebook
Machine learning and neural networks are pillars on which you can build intelligent applications. Artificial Intelligence and Machine Learning Fundamentals begins by introducing you to Python and discussing AI search algorithms. You will cover in-depth mathematical topics, such as regression and classification, illustrated by Python examples.

As you make your way through the book, you will progress to advanced AI techniques and concepts, and work on real-life datasets to form decision trees and clusters. You will be introduced to neural networks, a powerful tool based on Moore's law.

By the end of this book, you will be confident when it comes to building your own AI applications with your newly acquired skills!
  • 1. Principles of Artificial Intelligence
  • 2. AI with Search Techniques and Games
  • 3. Regression
  • 4. Classification
  • 5. Using Trees for Predictive Analysis
  • 6. Clustering
  • 7. Deep Learning with Neural Networks
  • Tytuł: Artificial Intelligence and Machine Learning Fundamentals. Develop real-world applications powered by the latest AI advances
  • Autor: Zsolt Nagy
  • Tytuł oryginału: Artificial Intelligence and Machine Learning Fundamentals. Develop real-world applications powered by the latest AI advances
  • ISBN: 9781789809206, 9781789809206
  • Data wydania: 2018-12-12
  • Format: Ebook
  • Identyfikator pozycji: e_15dr
  • Wydawca: Packt Publishing