Splunk Query Language and Data Analysis
- Offered byCoursera
Splunk Query Language and Data Analysis at Coursera Overview
Duration | 7 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Splunk Query Language and Data Analysis at Coursera Highlights
- Earn a certificate of completion
- Add to your LinkedIn profile
- 12 quizzes
Splunk Query Language and Data Analysis at Coursera Course details
- What you'll learn
- Explore search techniques to extract meaningful insights, Splunk's Machine Learning Toolkit (MLTK), Master the Splunk Query Language (SPL)
- The "Splunk Query Language and Data Analysis" course equips you with fundamental skills to effectively use Splunk, a powerful platform for managing machine-generated data. Whether you're an experienced IT professional or new to data analysis, this course provides a foundational understanding of Splunk's query language and data analysis capabilities.
- Learning Objectives:
- 1) Understand essential basic commands, create and utilize custom fields, and transform data
- 2) Understand the concept of macros in SPL, advanced statistical functions, and advanced data manipulation techniques
- 3) Learn how to design and build interactive dashboards, understand the importance of scheduled searches and alerts, gain proficiency in creating and customizing Splunk reports
- By the end of the course, you will be able to:
- - Recognize basic SPL commands like search, eval, and stats for data analysis
- - Discover data transformation and calculated field creation with the eval command
- - Formulate and apply custom fields, tags, and event types for efficient data categorization
- - Examine advanced SPL techniques for complex data transformations and statistical analysis
- - Apply time-based analysis with functions like time-chart, chart and event-stats
- - Manipulate complex data structures and nested fields
- - Use macros to simplify complex queries and promote reusability
- - Design interactive, visually appealing dashboards in Splunk using the dashboard editor
- - Compile Splunk reports for effective presentation of search results
- - Schedule searches and alerts for proactive data monitoring and notifications
- Module 1: Introduction to SPL (Splunk Query Language)
- Description: The Introduction to SPL (Splunk Query Language)" module provides an overview of the essential concepts and syntax of SPL, the powerful query language used in Splunk. You will gain a foundational understanding of how to construct searches, filter and transform data, use functions for aggregation, and visualize results, enabling them to extract valuable insights and analyze data effectively within the Splunk platform. You will demonstrate essential basic commands like search, eval, and stats, allowing you to perform simple data analysis tasks and retrieve specific information from the data. You will Identify how to transform data and compose calculated fields using the eval command, developing data analysis and enabling the discovery of valuable insights. You will identify, compose and utilize custom fields, tags, and event types, enabling you to categorize and enhance data for more efficient analysis and visualization.
- Module 2: Advanced SPL Techniques
- Description: The "Advanced SPL Techniques" module delves into more sophisticated and powerful techniques in the Splunk Query Language (SPL). You will explore complex data transformations, advanced statistical and time-based functions, subsearches, and joint operations to perform intricate data analysis tasks. You will demonstrate to leverage the full potential of SPL, allowing you to tackle complex data scenarios and gain deeper insights from their data in the Splunk platform. You will Illustrate advanced statistical functions like timechart, chart, and eventstats in SPL to perform complex data aggregations and time-based analysis. Discover advanced data manipulation techniques in SPL, such as multikv, spath, and streamstats, to handle complex data structures and nested fields effectively. Identify the concept of macros in SPL and how to create and use them to simplify complex queries and promote reusability.
- Module 3: Splunk Dashboards and Reporting
- Description: The "Splunk Dashboards and Reporting" module focuses on teaching you how to design and create interactive and visually appealing dashboards in Splunk. You will design search results, visualizations, and custom components to present data insights effectively. Furthermore, the module covers various reporting techniques to generate scheduled and ad-hoc reports, enabling users to share critical information with stakeholders and make informed decisions. You will learn how to design and build interactive and visually appealing dashboards in Splunk using the dashboard editor. Gain proficiency in creating and customizing Splunk reports to present search results in tabular format effectively. Identify the importance of scheduled searches and alerts for proactive data monitoring and event-driven notifications.
- Target Learners:
- This course is suitable for IT professionals, data analysts, and anyone interested in harnessing the power of Splunk for data analysis and insights.
- Learner Prerequisites:
- Basic understanding of Splunk is required, along with a basic understanding of data analysis concepts is an added advantage.
- Reference Files: You will have access to code files in the Resources section.
- Course Duration:
- The course spans three modules, with each module designed to be completed in approximately 3-4 weeks, depending on individual learning pace.
Splunk Query Language and Data Analysis at Coursera Curriculum
Introduction to SPL (Splunk Query Language)
Introduction to Splunk Query Language
Introduction to SPL and Searching Basics Part 1
Introduction to SPL and Searching Basics Part 2
Creating a sample dashboard
Using eval, where and filter command Part 1
Using eval, where and filter command Part 2
Using regex, rex to extract data
Understanding Fields in Splunk Part 1
Understanding Fields in Splunk Part 2
Utilizing Tags for Data Categorization
Splunk Query Language Conclusion
Course Introduction
Course Syllabus
How to Effectively Use Fields in Splunk
Power of Tags for Data Categorization
Mastering Event Types for Advanced Analysis
Practice Quiz: Understanding SPL syntax and basic commands
Practice Quiz: Filtering and transforming data using SPL
Practice Quiz: SPL (Splunk Query Language)
Graded Quiz: SPL (Splunk Query Language)
SPL (Splunk Query Language)
Advanced SPL Techniques
Introduction to Advanced SPL Techniques
Introduction to Statistical Functions in SPL
Advanced Aggregation Techniques in SPL
Working with Advanced Statistical Functions Part 1
Working with Advanced Statistical Functions Part 2
Handling Complex Data Structures in SPL
Advanced Visualization Techniques in SPL
Real-time Data Visualization with SPL
Understanding Macros in SPL
Advanced Macros and Macro Functions Part 1
Advanced Macros and Macro Functions Part 2
Advanced SPL Techniques Conclusion
What is eventstats, eval and timechart
Introduction to Data Models in SPL
Practice Quiz: Using statistical functions and aggregations in SPL
Practice Quiz: Advanced data manipulation and visualization in SPL
Practice Quiz: Advanced SPL Techniques
Graded Quiz: Advanced SPL Techniques
Advanced SPL Techniques
Splunk Dashboards and Reporting
Introduction to Creating interactive dashboards in Splunk
Introduction to Visualization and their types
What are Data Models
Building a dashboard with Pivot Part 1
Building a dashboard with Pivot Part 2
Introduction to Splunk Reports
Demo Reporting Part 1
Demo Reporting Part 2
Introduction to Scheduled Searches and Alerts
Advanced Alerting Options and Settings
Fine-Tuning Alert Conditions and Triggering
Conclusion to Creating interactive dashboards in Splunk
Dashboard Best Practices and Optimization
Exporting and Sharing Reports
Managing and Reviewing Alerts
Practice Quiz: Creating interactive dashboards in Splunk
Practice Quiz: Designing and customizing Splunk reports
Practice Quiz: Splunk Dashboards and Reporting
Graded Quiz: Splunk Dashboards and Reporting
Splunk Dashboards and Reporting
Splunk Query Language and Data Analysis at Coursera Admission Process
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