XBUS-510 - Managing Unstructured Data Storage With ElasticSearch

School of Continuing Studies

School of Continuing Studies

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Business Analytics courses will introduce you to a popular and diverse profession. A business analyst is a specialist in many IT fields as well as in ...

About the course

Unstructured data is rich in insights but difficult to analyze using traditional data warehousing and analysis techniques. Document stores and document search techniques, borrowed from search engine technology and NLP fundamentals, can be used with great success to provide an analytic interface to this type of data. In this course ElasticSearch, one of the leaders in this field, will be explored in depth from installation, optimization, to its daily use. Enrollment in this course is open to all students and applies credit toward the Data Engineering track.

Course Objectives

Upon successful completion of the course, students will be able to:

Evaluate the options for storing and processing unstructured data.

Understand the costs and risks of applying structured techniques to unstructured data.

Compare options to load unstructured data into ElasticSearch including rivers and the HTTP API.

Construct queries and aggregations against data stored in ElasticSearch.

Optimize data access ad integrity using ElasticSearch indices, analyzers, and transforms.

Understand the history of ElasticSearch and search index technology and compare it to other document stores and Lucene.

Write tests against ElasticSearch.

Utilize ElasticSearch’s proprietary machine learning odes to easily implement predictive analytics on ElasticSearch data.

Employ Kibana as a quick visualization tool set that can be built easily on top of ElasticSearch.

XBUS-510 - Managing Unstructured Data Storage With ElasticSearch at School of Continuing Studies

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Disclaimer

Coursalytics is an independent platform to find, compare, and book executive courses. Coursalytics is not endorsed by, sponsored by, or otherwise affiliated with any business school or university.

Full disclaimer.

Read more about Business Analytics

What will you learn from Business Analytics courses? First of all, you will learn about the profession of a business analyst, his duties, and what such a specialist does. You will get various soft skills, such as organizing teamwork, for example, acc...

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