Szczegóły ebooka

Artificial Intelligence for Big Data. Complete guide to automating Big Data solutions using Artificial Intelligence techniques

Artificial Intelligence for Big Data. Complete guide to automating Big Data solutions using Artificial Intelligence techniques

Anand Deshpande, Manish Kumar

Ebook
In this age of big data, companies have larger amount of consumer data than ever before, far more than what the current technologies can ever hope to keep up with. However, Artificial Intelligence closes the gap by moving past human limitations in order to analyze data.

With the help of Artificial Intelligence for big data, you will learn to use Machine Learning algorithms such as k-means, SVM, RBF, and regression to perform advanced data analysis. You will understand the current status of Machine and Deep Learning techniques to work on Genetic and Neuro-Fuzzy algorithms. In addition, you will explore how to develop Artificial Intelligence algorithms to learn from data, why they are necessary, and how they can help solve real-world problems.

By the end of this book, you'll have learned how to implement various Artificial Intelligence algorithms for your big data systems and integrate them into your product offerings such as reinforcement learning, natural language processing, image recognition, genetic algorithms, and fuzzy logic systems.
  • 1. Big Data and Artificial Intelligence systems
  • 2. Ontology for Big Data
  • 3. Learning from Big Data
  • 4. Neural Network for Big Data
  • 5. Deep Big Data Analytics
  • 6. Natural Language Processing
  • 7. Fuzzy Systems
  • 8. Genetic Programming
  • 9. Swarm Intelligence
  • 10. Reinforcement Learning
  • 11. Cyber Security
  • 12. Cognitive Computing
  • Tytuł: Artificial Intelligence for Big Data. Complete guide to automating Big Data solutions using Artificial Intelligence techniques
  • Autor: Anand Deshpande, Manish Kumar
  • Tytuł oryginału: Artificial Intelligence for Big Data. Complete guide to automating Big Data solutions using Artificial Intelligence techniques
  • ISBN: 9781788476010, 9781788476010
  • Data wydania: 2018-05-22
  • Format: Ebook
  • Identyfikator pozycji: e_14us
  • Wydawca: Packt Publishing