Kibana Project Series: Exploring Data Analytics and Visualization
Learning Path | 3 Course Series
Learn to create Visualizations , and build amazing Dashboard, Capture logs and performance using Kibana. Visualize and analyze data with Kibana. Dive into Kibana's analytics prowess with hands-on projects. Analyze employee browser behavior and engagement patterns. Monitor system metrics in real-time and identify performance trends. Explore supermarket sales data for insights on product performance and regional trends. Master Kibana's visualization tools for actionable business intelligence.
Offer ends in:
What you'll get
- 3+ Hours
- 3 Courses
- Course Completion Certificates
- One year access
- Self-paced Courses
- Technical Support
- Mobile App Access
- Case Studies
Synopsis
- Utilize Kibana's visualization tools to analyze employee browser behavior and engagement metrics effectively.
- Monitor critical system metrics in real-time using Kibana and Metricbeat, identifying performance trends and potential issues.
- Analyze supermarket sales data with Kibana, extracting insights on product performance, regional trends, and customer behavior.
- Master Kibana's dashboard creation capabilities to present actionable insights for informed decision-making in various domains.
- Configure Kibana and import data sets for comprehensive analysis.
- Create custom dashboards tailored to specific use cases, such as employee behavior monitoring and sales analysis.
- Implement advanced visualization techniques to uncover hidden patterns and trends within your data.
- Utilize Kibana's alerting and notification features to proactively manage system health and respond to critical events.
- Apply your newfound knowledge to real-world scenarios, enhancing your ability to derive actionable insights and drive business success through data-driven decision-making.
- Fundamentals of Kibana
- Securing Kibana (users, roles, and spaces)
- Creating basic & advanced visualizations
- Kibana Query Language (KQL)
- Creating and interacting with dashboards
- Reporting and Alerting
- Kibana from Basics to Advanced
- Creating useful reports and dashboards
- Examining and finding data such as logs
- Pushing live data from Backend application and Web application to Kibana
- Setting up Kibana on Cloud and using Docker
- Practical examples and exercise
Content
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MODULE 1: Essentials Training
Courses No. of Hours Certificates Details Project on Kibana - Analyzing Employee Browsing Interests 29m ✔ Project on Kibana: Metric Monitoring and Tracking 1h 2m ✔ Project on Kibana: Super Market Sales Analysis and Exploration 3m ✔
Description
This series of practical projects is designed to immerse learners in the world of data analysis using Kibana, a powerful visualization and analytics platform. Through a collection of hands-on projects, participants will explore various use cases, ranging from analyzing employee browser behavior to monitoring metrics and analyzing sales data from a supermarket. By the end of the series, participants will have gained practical experience in leveraging Kibana's features to derive actionable insights and make data-driven decisions.
Course Outline:
Project on Kibana - Analyzing Employee Browser Behavior
In the first project of this series, participants embark on a journey to analyze employee browser behavior using Kibana. They are introduced to Kibana's suite of tools designed for data visualization and analysis, laying the groundwork for subsequent exploration. Setting up Kibana and importing sample data facilitate hands-on learning, allowing participants to delve into the intricacies of browsing patterns, popular web pages, and user engagement metrics. Through the creation of custom dashboards, participants gain insights into monitoring employee browser behavior effectively, identifying trends, and uncovering potential areas for improvement or optimization within the organization.
Introduction to Kibana and its capabilities for data visualization and analysis. Setting up Kibana and importing sample data for employee browser behavior. Exploring Kibana's visualization tools to analyze browsing patterns, popular web pages, and user engagement metrics. Creating custom dashboards to monitor employee browser behavior and identify trends or anomalies.
Project on Kibana: Metric Monitoring and Trend Analysis (1h 2m)
The second project focuses on metric monitoring and trend analysis, demonstrating Kibana's versatility in tracking system metrics and identifying performance trends over time. Participants learn to set up Kibana with Metricbeat for real-time monitoring of critical system metrics such as CPU usage, memory usage, and disk space. Through the creation of visualizations and dashboards, participants gain the ability to monitor key metrics, identify patterns or anomalies, and troubleshoot performance issues proactively. Additionally, implementing alerts and notifications based on predefined thresholds equips participants with the tools to respond swiftly to potential system health issues, ensuring optimal performance and reliability.
Introduction to metric monitoring and trend analysis using Kibana. Setting up Kibana with Metricbeat to monitor system metrics such as CPU usage, memory usage, and disk space. Creating visualizations and dashboards to track key metrics over time, identify trends, and troubleshoot performance issues. Implementing alerts and notifications based on predefined thresholds to proactively manage system health.
Project on Kibana: Super Market Sales Analysis (39m)
In the final project of the series, participants dive into the realm of business analytics by analyzing sales data from a supermarket using Kibana. Importing the sales data into Kibana and configuring index patterns lay the foundation for in-depth analysis. Participants leverage Kibana's visualization tools to explore sales performance by product category, region, and time period, gaining insights into top-selling products, sales trends, and regional variations. By creating interactive dashboards, participants gain actionable insights to optimize inventory management, marketing strategies, and overall business performance, empowering them to make data-driven decisions that drive growth and profitability.
Importing supermarket sales data into Kibana and configuring index patterns. Analyzing sales performance by product category, region, and time period using Kibana's visualization tools. Creating interactive dashboards to visualize sales trends, identify top-selling products, and compare performance across different regions or stores. Extracting actionable insights to optimize inventory management, marketing strategies, and overall business performance
Through these projects, participants will gain hands-on experience in leveraging Kibana to analyze various types of data and derive meaningful insights. Whether you're a beginner or an experienced data analyst, this series offers valuable practical skills and techniques for harnessing the power of Kibana in real-world scenarios.
Requirements
- Operating System Knowledge: Comfort with using either Windows, Linux, or macOS, as the course may involve installation and configuration tasks
- Basic Command Line Skills: Ability to use the command line or terminal for executing simple commands
- Computer System: A computer with sufficient RAM (at least 8GB recommended) and processing power to install and run Elastic Stack components
- A Learning Mindset: Eagerness to learn and experiment with new technologies
- Familiarity with basic data analysis concepts and techniques.
- Understanding of web browsers and internet usage metrics.
- Basic knowledge of system monitoring and performance metrics.
- Fundamental understanding of business operations and sales data analysis.
- Comfort with navigating and interacting with data visualization tools.
- Proficiency in setting up and configuring software applications for data analysis purposes.
- Willingness to engage in hands-on projects and explore real-world datasets to derive actionable insights.
Target Audience
- Data analysts and data scientists seeking to enhance their skills in data visualization and analytics using Kibana.
- IT professionals responsible for system monitoring and performance management interested in leveraging Kibana for real-time metric analysis.
- Business analysts and sales managers looking to gain insights from sales data and make informed decisions using Kibana's visualization capabilities.
- Web developers and UX/UI designers interested in understanding user behavior and engagement metrics through Kibana's analytics tools.
- Students and professionals keen on expanding their knowledge in data analytics and visualization tools for career advancement or personal development.
- Software Developers
- Data analyst
- Managers wanting to visualize data
Offer ends in:
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