Windows Data Ingestion and Analysis with Splunk — PickAClass
⏱ 3h 9m 📚 28 lessons

Windows Data Ingestion and Analysis with Splunk

Learn to configure Windows inputs, collect system logs, and analyze security data using Splunk to monitor infrastructure health and detect anomalies.

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About this course

Managing Windows event logs and system data across an enterprise environment is critical for maintaining security and operational health. This text-based course guides you through the core concepts of configuring and managing Windows data ingestion pipelines using Splunk. By reading through detailed explanations, step-by-step configuration guides, and practical written exercises, you will transition from a beginner to a confident administrator capable of collecting, parsing, and analyzing Windows log data. You will master both agent-based and agentless ingestion methods to keep your monitoring environment robust and secure. What you'll learn: 1. Understand foundational Splunk concepts, terminology, and data ingestion architectures. 2. Configure Splunk Universal Forwarders to collect Windows Event Logs and performance metrics. 3. Set up agentless data inputs, including WMI, for flexible data collection. 4. Ingest and parse modern structured log formats such as JSON and XML within Splunk. 5. Analyze Windows security events, including Sysmon logs, to identify potential threats. 6. Practice troubleshooting common data ingestion issues through written scenario-based exercises. The course begins with key definitions and foundational concepts of data collection before moving into step-by-step configuration workflows for forwarders and agentless inputs. You will then explore practical analysis techniques for Windows security logs, concluding with diagnostic strategies to keep your data pipelines running smoothly. This course is designed for beginner IT administrators, security analysts, and aspiring Splunk engineers who want to learn data ingestion from scratch. No prior Splunk experience is required, though a basic familiarity with Windows operating system concepts is helpful. Start reading today to build a secure and efficient Windows monitoring pipeline with Splunk.

Course contents

6 modules · 28 lessons · 3h 9m

1 Splunk Fundamentals for Windows
Establish a core understanding of Splunk terminology and how data moves from a Windows host to the indexer.
4 lessons · 26 min
  1. Welcome to Splunk: Key Terminology
    Learn the basic vocabulary of Splunk, including indexes, sourcetypes, and events.
    6 min
  2. Data Ingestion Architectures
    Understand the flow of data from forwarders to indexers and search heads.
    7 min
  3. Setting Up Your First Splunk Instance
    A quick guide to getting a Splunk Enterprise trial running for learning.
    7 min
  4. How Windows Data is Indexed
    Understand how Splunk stores Windows-specific data formats.
    6 min
2 The Universal Forwarder (UF)
Master the primary agent-based method for collecting Windows logs and metrics.
5 lessons · 33 min
  1. Why Use a Universal Forwarder?
    Understand the benefits of using a lightweight agent for data collection.
    6 min
  2. Installing the UF on Windows
    Step-by-step walkthrough of the Universal Forwarder installation process.
    7 min
  3. Configuring inputs.conf for Event Logs
    Learn how to manually define which Windows Event Logs to collect.
    7 min
  4. Capturing Windows Performance Metrics
    Configure Splunk to monitor CPU, memory, and disk usage via the UF.
    7 min
  5. Managing Forwarder Connections
    How to point your forwarder to the right indexer and verify connectivity.
    6 min
3 Agentless Collection with WMI
Learn how to collect data from Windows machines without installing local software.
4 lessons · 26 min
  1. Introduction to Agentless Collection
    Explore scenarios where installing an agent isn't possible or desired.
    6 min
  2. WMI Basics for Splunk Admins
    Understand how Windows Management Instrumentation works as a data source.
    7 min
  3. Configuring WMI Inputs in Splunk
    Step-by-step setup for remote WMI data polling.
    7 min
  4. Agent vs. Agentless: The Trade-offs
    Compare performance, security, and ease of use between UF and WMI.
    6 min
4 Parsing Structured Data: JSON and XML
Ingest and organize modern application logs for better searchability.
5 lessons · 33 min
  1. The Rise of Structured Logging
    Why JSON and XML are superior to plain text for modern analysis.
    6 min
  2. Ingesting JSON Logs from Windows Apps
    Configure Splunk to automatically recognize and parse JSON fields.
    7 min
  3. Handling XML Event Data
    Learn the specific configurations needed for clean XML ingestion.
    7 min
  4. Introduction to Props and Transforms
    Use configuration files to refine how data is parsed during ingestion.
    7 min
  5. Validating Data Field Extraction
    Ensure your JSON/XML fields are searchable and accurate.
    6 min
5 Security Analysis and Sysmon
Use Windows logs to identify security threats and system anomalies.
5 lessons · 36 min
  1. Deep Dive into Windows Security Logs
    Identify key Event IDs for monitoring logins and permission changes.
    7 min
  2. Introduction to Sysmon
    Learn why Sysmon is essential for advanced endpoint visibility.
    7 min
  3. Ingesting Sysmon Data into Splunk
    Configure the pipeline to handle high-volume Sysmon event streams.
    7 min
  4. Identifying Threats: Lateral Movement
    Use Splunk searches to find patterns of suspicious network activity.
    8 min
  5. Visualizing Security Events
    Create basic dashboards to track Windows security health.
    7 min
6 Troubleshooting and Practical Scenarios
Develop the skills to diagnose pipeline failures and solve real-world problems.
5 lessons · 35 min
  1. Common Ingestion Bottlenecks
    Learn to identify network lag, permission issues, and blocked ports.
    7 min
  2. Using Splunk Internal Logs
    Search _internal indexes to find out why data isn't showing up.
    7 min
  3. Scenario: The Silent Forwarder
    Practice troubleshooting a forwarder that has stopped sending data.
    8 min
  4. Scenario: Parsing Gone Wrong
    Fix a configuration where JSON data is appearing as a single messy string.
    8 min
  5. Course Wrap-up and Next Steps
    Review the journey and explore advanced certification paths.
    5 min
Final project

The Windows Security Pipeline Blueprint

Design a complete data ingestion strategy for a fictional small business with 10 Windows servers and 50 workstations, including both agent-based and agentless methods.

What you'll get

  • 📜 Certificate of completion
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  • 💬 Personal AI tutor
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  • ♾️ Lifetime access
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  • 📱 Phone or computer
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  • 💸 14-day refund
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  • ⚡ Short & focused
    3h 9m of practical content

Certificate of completion

Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.

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Windows Data Ingestion and Analysis with Splunk
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Performance detail
Coursework summary
Lessons completed 14 / 14
Practice questions 26 / 28
Assignments submitted 4 (avg 4.5 / 5)
Capstone project Reviewed — 4.6 / 5
Total practice 6.2 hrs
Performance benchmark
Cohort rank Top 12% of 1,625
Time to completion 11 days (median: 22)
Mastery score 91 / 100
Practice-question score 94%
Skill verification Verified Skill Path
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Issued under the academic standards of PickAClass. Skill levels reflect assessed performance against the course's competency rubric. This is an original credential of this platform.

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