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

Splunk


Splunk is one of the most popular and time-tested SIEM solutions on the market at the time of writing. It is trusted by more than 15,000 customers worldwide for the protection of CIs. In this section, we will review some of the features Splunk supports for security monitoring and alerting.

A high-level overview of the Splunk platform is depicted in the following visual:

Figure 11.11 Overview of the Splunk platform

Splunk as a platform provides a range of sub-products which cater to specific organizational needs. In the context of this chapter, let us review the high-level features of Splunk Enterprise Security and Splunk Light.

Splunk Enterprise Security

This is a comprehensive suite which takes a holistic view of enterprise security by improving security operations with reduced action time, making machine data available for end-to-end visualization with interactive dashboards, and leveraging machine learning and AI to train predictive models for preventive security measures. 

Splunk Light...