Machine Learning in the Elastic Search

Description

Course Description

Learn how to use machine learning features in Elastic Search for anomaly detection.

Anomaly detection has become crucial in recent years for multiple use cases.

• Detect abnormal patterns in heart , lungs and brain

• Detect credit card fraud and save billion of dollars

• Detect availability issues in 24x7 e-commerce sites

Elastic Search has evolved in recent years into powerful distributed analytics solution. Kibana offers great visualization capabilities and X-Packs tops it off by adding machine learning capabilities.

This course teaches you how to leverage machine learning capabilities to detect anomalies in your data. It covers following topics

• Installation of Elastic Search, Kibana and x-pack

• Configuring machine learning jobs

• Forecasting data with machine learning

• Finding root cause of anomalies by using multi metric job

You can build a strong foundation in Machine Learning features of elastic search with this tutorial for intermediate programmers.

A Powerful Skill at Your Fingertips  Learning the fundamentals of machine learning features of elastic search. It puts a powerful and very useful tool at your fingertips. Elastic Search is free, easy to learn, has excellent documentation.

Jobs in machine learning area are plentiful, and being able to machine learning features of elastic search will give you a strong edge.

Machine Learning is becoming very popular. Alexa, Siri, IBM Deep Blue and Watson are some famous example of Machine Learning application. Machine learning features of elastic search is vital in i will help you become a developer who can create anomaly detection solutions and forecasts future anomalies which are in high demand.

Big companies like Bloomberg, Microsoft and Amazon already using machine learning features of elastic search in information retrieval and social platforms. They claimed that using Machine Learning for anomaly detection boosted productivity of entire company significantly.

Content and Overview  

This course teaches you on how to  leverage machine learning features of elastic search.  You will work along with me step by step to build following answers

Introduction to Anomaly Detection

Introduction to Anomaly Detection in elastic search

Build an anomaly detection step by step using elastic search, Kibana andX-pack

Configure machine learning jobs

Forecast Data

Finding root cause of anomalies using multi metric job

What am I going to get from this course?

• Learn machine learning features of elastic search from professional trainer from your own desk.

• Over 10 lectures teaching you machine learning features of elastic search

• Suitable for intermediate programmers and ideal for users who learn faster when shown.

• Visual training method, offering users increased retention and accelerated learning.

• Breaks even the most complex applications down into simplistic steps.

Pre-Requisites: Basic understanding of machine learning and elastic search

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