Kibana and Elasticsearch: Data Analysis and Visualization

Unlock the power of data with Kibana and Elasticsearch, mastering analytics and visualization for impactful insights.
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subscription every year
subscription every year

Description

The course on Kibana and Elasticsearch offers a comprehensive journey into leveraging these powerful tools for data analysis, visualization, and system monitoring. Designed for both beginners and those looking to deepen their knowledge, this course covers essential aspects from basic setup to advanced analytics techniques. Participants will gain hands-on experience with real-world projects that simulate scenarios ranging from employee browsing behavior analysis to supermarket sales optimization and real-time metric monitoring. By the end of the course, students will have acquired the skills necessary to harness the full potential of Kibana and Elasticsearch, making informed decisions and driving actionable insights across various domains.

What you'll learn

  • Fundamentals of Kibana and Elasticsearch: Understanding the core functionalities and architecture of Kibana and Elasticsearch.
  • Data Loading and Management: Techniques to load and manage data in Elasticsearch, including indexing and mapping.
  • Visualization Creation: Creating meaningful visualizations to interpret data effectively using Kibana.
  • Dashboard Development: Building interactive dashboards to consolidate and present insights from various data sources.
  • Advanced Querying: Mastering advanced querying techniques in Elasticsearch for data retrieval and analysis.
  • Real-Time Data Monitoring: Using Kibana for real-time data monitoring and alerting.
  • Elasticsearch Cluster Management: Managing Elasticsearch clusters for scalability and performance.

Who this course is for:

  • Data Analysts and Data Scientists: Who want to enhance their skills in data visualization and analysis using Kibana and Elasticsearch.
  • Database Administrators: Looking to expand their knowledge of managing and querying data using Elasticsearch.
  • Developers: Interested in integrating Elasticsearch and Kibana into their applications for powerful data insights.
  • Business Intelligence Professionals: Seeking to leverage Kibana's visualization capabilities for reporting and analytics.
  • IT Professionals: Interested in learning about scalable data storage and real-time analytics using Elasticsearch.
  • Students and Researchers: Exploring tools for data analysis and visualization in academic or research settings.
  • Anyone Interested in Big Data and Analytics: Wanting to understand how to use Elasticsearch and Kibana for managing and visualizing large datasets effectively.

Requirements

  • Basic Understanding of Data Analysis: Familiarity with concepts related to data analysis and visualization.
  • Fundamental Knowledge of Databases: Understanding of database structures and querying (SQL knowledge is beneficial).
  • Basic Command Line Skills: Ability to navigate and execute commands in a command-line interface (CLI).
  • Basic Programming Skills: Familiarity with programming concepts, especially in languages like Python or JavaScript.
  • Knowledge of Web Technologies: Understanding of web technologies such as HTTP, JSON, and RESTful APIs.
  • System Requirements: Access to a computer with internet connectivity, capable of running Kibana and Elasticsearch.
  • Motivation and Learning Commitment: Willingness to engage in hands-on exercises and projects to apply learned concepts.

Course content

5 sections | 92 lessons