Kibana and Elasticsearch: Data Analysis and Visualization
Develop essential data science & ai skills with expert instruction and practical examples.
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About This Course
IntroductionThe 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. Section 1: Project on Kibana - Analyzing Employee Browsing InterestsIn this section, students delve into the comprehensive analysis of employee browsing behaviors using Kibana. The project aims to uncover insights that can enhance organizational security and productivity by examining patterns and trends in browsing activities.
Through loading data into Elasticsearch, analyzing it in Kibana, and creating intuitive visualizations and dashboards, participants gain practical skills in data exploration and presentation. By the conclusion of this section, learners will have a solid foundation in leveraging Kibana's capabilities for insightful data analysis and visualization. Section 2: Project on Kibana - Super Market Sales Analysis and ExplorationThis section focuses on leveraging Kibana for in-depth analysis of supermarket sales data.
Participants will learn to upload and structure data in Kibana, create meaningful visualizations, and compile them into actionable dashboards. The project aims to extract actionable insights from sales data to optimize business operations and enhance decision-making processes. By the end of this section, students will have gained proficiency in using Kibana to analyze complex datasets and derive strategic insights for business improvement.
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