Book Image

Artificial Intelligence for Big Data

By : Anand Deshpande, Manish Kumar
Book Image

Artificial Intelligence for Big Data

By: Anand Deshpande, Manish Kumar

Overview of this book

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.
Table of Contents (19 chapters)
Title Page
Copyright and Credits
Packt Upsell
Contributors
Preface
Index

Frequently asked questions


Let us have a small recap.

Q: What is the significance of Big Data in cyber security?

A: Big data and cyber security complement each other and play a vital role in each other's relevance and utility. As more and more devices are getting digitally connected, they are generating more data (volume); the data generated by these connected devices needs to be processed in neartime (velocity) and it follows a variety of forms such as structured, unstructured, and semi-structured (variety). These three Vs constitute Big Data in general which lead to Value as fourth V. The cyber security systems require that the Big Data is processed in its entirety in order to provide actionable insights into the security infrastructure of an enterprise and to help in detecting anomalies and preventing attacks on an organization's computing assets. 

Q: What is the meaning of critical infrastructure (CI)? What are the key components for protection of the CI?

A: Critical Infrastructure is a...