Udemy - Splunk SIEM Fundamentals to Advanced Security Analytics

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Free Download Udemy - Splunk SIEM Fundamentals to Advanced Security Analytics
Published: 4/2025
Created by: eTech School
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 95 Lectures ( 7h 50m ) | Size: 3.71 GB

Master Splunk and unleash the power of SIEM for real-time threat detection, security monitoring, advanced data analytics
What you'll learn
Core SIEM concepts and the role of Splunk
Installing, configuring, and navigating Splunk architecture
Ingesting, indexing, filtering, and managing data in Splunk
Writing effective SPL queries for security analysis
Using advanced search, data modeling, and visualization tools
Implementing machine learning for anomaly detection
Leveraging Splunk Security Essentials for incident response
Building reports, dashboards, and alerts for proactive monitoring
Requirements
No prior experience with Splunk or SIEM is required
Basic knowledge of IT infrastructure or cybersecurity is helpful
A computer (Windows/Linux) with admin access for installing Splunk
Curiosity to explore large-scale data and solve security problems
Description
Course Introduction:In today's cybersecurity-driven landscape, Security Information and Event Management (SIEM) tools like Splunk have become essential for managing, analyzing, and visualizing vast amounts of machine data. This all-in-one course is your ultimate guide to becoming a Splunk SIEM expert, whether you're just starting or looking to elevate your skills with advanced search, machine learning, and incident response. Through detailed explanations, demos, and practical exercises, you'll learn to collect data, secure your environment, detect anomalies, and respond to incidents effectively - all using the industry-leading platform, Splunk.Section 1: SIEM Essentials and Splunk FundamentalsThis foundational section introduces you to the core concepts of SIEM and log management. You'll explore what SIEM is, how Splunk functions as a leading SIEM solution, and how to perform log collection and analysis. We then dive into the Splunk ecosystem - installing and configuring the platform, understanding its architecture, and exploring key components through hands-on demos. From data ingestion to index management, this section provides a thorough understanding of how Splunk processes and stores information.Section 2: Splunk Administration, Security Operations, and Advanced Use CasesNow that you're familiar with the basics, this section moves into administration and advanced configurations. Learn to manage Splunk's back-end through configuration files, indexing strategies, user roles, and system monitoring. You'll also delve into advanced search techniques and machine learning to uncover hidden insights in your data. The section wraps up with an in-depth look at Splunk Security Essentials (SSE), guiding you through the app's customization, navigation, and use for threat hunting, investigation, and incident response - all critical for real-world cybersecurity operations.Section 3: Mastering SPL and Data VisualizationIn this hands-on section, you'll master the Splunk Processing Language (SPL) - the engine behind powerful queries. Starting from the basics, you'll build up to advanced statistical functions, macros, and handling complex data structures. You'll also create dashboards, apply regex, use pivot tables, and set up scheduled alerts and reports. This section empowers you to turn raw data into actionable insights, visualize security patterns in real-time, and build interactive dashboards that communicate your findings effectively.Conclusion:By the end of this course, you'll have gone from understanding basic SIEM principles to performing advanced Splunk operations, including machine learning-driven analytics and threat detection. You'll walk away confident in navigating the Splunk platform, customizing it for your environment, and using it effectively in security operations centers (SOCs) or data-heavy environments.
Who this course is for
Cybersecurity professionals and analysts
System administrators and IT operations staff
Data analysts and engineers interested in SIEM
Splunk beginners looking to become power users
SOC team members and threat hunters
Students and professionals preparing for Splunk certifications
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3.67 GB | 6min 56s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English​

Files Included :

Spoiler

FileName :1 -Introduction to SIEM and Log Management.mp4 | Size: (10.53 MB)
FileName :10 -Installing and Configuring Splunk.mp4 | Size: (29.11 MB)
FileName :11 -Splunk Architecture.mp4 | Size: (44.16 MB)
FileName :12 -Understanding Components of Splunk with a Demo Part 1.mp4 | Size: (55.65 MB)
FileName :13 -Understanding Components of Splunk with a Demo Part 2.mp4 | Size: (38.89 MB)
FileName :14 -Understanding Components of Splunk with a Demo Part 3.mp4 | Size: (53.44 MB)
FileName :15 -Deployment Models.mp4 | Size: (47.66 MB)
FileName :16 -How Splunk Stores Data.mp4 | Size: (29.99 MB)
FileName :17 -Demo - Splunk Apps.mp4 | Size: (68.56 MB)
FileName :18 -Demo - Licensing.mp4 | Size: (16.77 MB)
FileName :19 -Conclusion to Splunk Architecture and Installation.mp4 | Size: (3.93 MB)
FileName :2 -Overview of SIEM.mp4 | Size: (39.07 MB)
FileName :20 -Introduction to Data Collection and Management in Splunk.mp4 | Size: (10.89 MB)
FileName :21 -Getting Data in Splunk Part 1.mp4 | Size: (62.59 MB)
FileName :22 -Getting Data in Splunk Part 2.mp4 | Size: (73.57 MB)
FileName :23 -Data Field Extractions Part 1.mp4 | Size: (54.73 MB)
FileName :24 -Data Field Extractions Part 2.mp4 | Size: (53.23 MB)
FileName :25 -Data Filtering.mp4 | Size: (65.43 MB)
FileName :26 -Understanding Splunk Indexes.mp4 | Size: (61.3 MB)
FileName :27 -Configuring and Managing Splunk Indexes.mp4 | Size: (68.54 MB)
FileName :28 -Conclusion to Data Collection and Management in Splunk.mp4 | Size: (6.44 MB)
FileName :3 -Splunk as an SIEM Solution.mp4 | Size: (42.65 MB)
FileName :4 -Log Collection with Splunk.mp4 | Size: (33.2 MB)
FileName :5 -Log Search and Analysis in Splunk.mp4 | Size: (34.54 MB)
FileName :6 -What is Splunk.mp4 | Size: (39.13 MB)
FileName :7 -Conclusion to SIEM and Log Management.mp4 | Size: (2.87 MB)
FileName :8 -Introduction to Splunk Architecture and Installation.mp4 | Size: (6.4 MB)
FileName :9 -Downloading Splunk Enterprise.mp4 | Size: (40.07 MB)
FileName :1 -Introduction to Splunk Configuration Files and Settings.mp4 | Size: (11.56 MB)
FileName :10 -Monitoring Indexing and Search Performance Part 2.mp4 | Size: (33.2 MB)
FileName :11 -Conclusion to Splunk Configuration Files and Settings.mp4 | Size: (14.72 MB)
FileName :12 -Introduction to Advanced Search Techniques and Data Modeling in Splunk.mp4 | Size: (11.69 MB)
FileName :13 -Advanced Search Commands and Functions.mp4 | Size: (67.39 MB)
FileName :14 -More on Advanced Search Commands and Functions.mp4 | Size: (69.48 MB)
FileName :15 -More on Search Techniques.mp4 | Size: (26.29 MB)
FileName :16 -Introduction to Event Correlation and Anomaly Detection.mp4 | Size: (82.28 MB)
FileName :17 -Using Transaction and Stats Commands for Correlation.mp4 | Size: (33.3 MB)
FileName :18 -Introduction to Machine Learning in Splunk.mp4 | Size: (53.62 MB)
FileName :19 -Supervised Machine Learning with Splunk Part 1.mp4 | Size: (42.82 MB)
FileName :2 -Understanding Splunk Configuration Files.mp4 | Size: (29.74 MB)
FileName :20 -Supervised Machine Learning with Splunk Part 2.mp4 | Size: (46.82 MB)
FileName :21 -Unsupervised Machine Learning with Splunk.mp4 | Size: (44.06 MB)
FileName :22 -Conclusion to Advanced Search Techniques and Data Modeling in Splunk.mp4 | Size: (11.79 MB)
FileName :23 -Introduction to Splunk Security Essentials and Incident Response.mp4 | Size: (11.69 MB)
FileName :24 -Overview of Splunk Security Essentials.mp4 | Size: (42.08 MB)
FileName :25 -Customising SSE App.mp4 | Size: (35.12 MB)
FileName :26 -Navigating the Splunk Security Essentials Interface.mp4 | Size: (62.88 MB)
FileName :27 -Incident Investigation and Response with Splunk Security Essentials.mp4 | Size: (70.65 MB)
FileName :28 -Advanced Threat Detection and Hunting.mp4 | Size: (47.41 MB)
FileName :29 -Understanding Datasets.mp4 | Size: (34.55 MB)
FileName :3 -Managing Indexes and Storage Settings.mp4 | Size: (35.25 MB)
FileName :30 -Overview of Reports.mp4 | Size: (51.79 MB)
FileName :31 -Overview of Alerts-Content Mapping and Review App Configuration.mp4 | Size: (71.14 MB)
FileName :32 -Conclusion to Splunk Security Essentials and Incident Response.mp4 | Size: (9.82 MB)
FileName :4 -Advanced Splunk Configuration and Settings.mp4 | Size: (22.3 MB)
FileName :5 -Understanding Users.mp4 | Size: (35.05 MB)
FileName :6 -Understanding Roles.mp4 | Size: (39.34 MB)
FileName :7 -Password Management.mp4 | Size: (31.85 MB)
FileName :8 -Introduction to Splunk Monitoring.mp4 | Size: (57.72 MB)
FileName :9 -Monitoring Indexing and Search Performance Part 1.mp4 | Size: (37.88 MB)
FileName :1 -Introduction to Splunk Query Language.mp4 | Size: (10.5 MB)
FileName :10 -Utilizing Tags for Data Categorization.mp4 | Size: (56.16 MB)
FileName :11 -Splunk Query Language Conclusion.mp4 | Size: (7.38 MB)
FileName :12 -Introduction to Advanced SPL Techniques.mp4 | Size: (4.65 MB)
FileName :13 -Introduction to Statistical Functions in SPL.mp4 | Size: (33.85 MB)
FileName :14 -Advanced Aggregation Techniques in SPL.mp4 | Size: (34.84 MB)
FileName :15 -Working with Advanced Statistical Functions Part 1.mp4 | Size: (51.2 MB)
FileName :16 -Working with Advanced Statistical Functions Part 2.mp4 | Size: (30.34 MB)
FileName :17 -Handling Complex Data Structures in SPL.mp4 | Size: (56.12 MB)
FileName :18 -Advanced Visualization Techniques in SPL.mp4 | Size: (27.39 MB)
FileName :19 -Real-time Data Visualization with SPL.mp4 | Size: (49.6 MB)
FileName :2 -Introduction to SPL and Searching Basics Part 1.mp4 | Size: (86.45 MB)
FileName :20 -Understanding Macros in SPL.mp4 | Size: (55.42 MB)
FileName :21 -Advanced Macros and Macro Functions Part 1.mp4 | Size: (34.34 MB)
FileName :22 -Advanced Macros and Macro Functions Part 2.mp4 | Size: (31.22 MB)
FileName :23 -Advanced SPL Techniques Conclusion.mp4 | Size: (8.95 MB)
FileName :24 -Introduction to Creating Interactive Dashboards in Splunk.mp4 | Size: (5.82 MB)
FileName :25 -Introduction to Visualization and their Types.mp4 | Size: (64.94 MB)
FileName :26 -What are Data Models.mp4 | Size: (30.66 MB)
FileName :27 -Building a Dashboard with Pivot Part 1.mp4 | Size: (46.66 MB)
FileName :28 -Building a Dashboard with Pivot Part 2.mp4 | Size: (67.55 MB)
FileName :29 -Introduction to Splunk Reports.mp4 | Size: (47.62 MB)
FileName :3 -Introduction to SPL and Searching Basics Part 2.mp4 | Size: (38.49 MB)
FileName :30 -Demo Reporting Part 1.mp4 | Size: (62.44 MB)
FileName :31 -Demo Reporting Part 2.mp4 | Size: (69.37 MB)
FileName :32 -Introduction to Scheduled Searches and Alerts.mp4 | Size: (49.35 MB)
FileName :33 -Advanced Alerting Options and Settings.mp4 | Size: (49.72 MB)
FileName :34 -Fine-Tuning Alert Conditions and Triggering.mp4 | Size: (36.64 MB)
FileName :35 -Conclusion to Creating Interactive Dashboards in Splunk.mp4 | Size: (9.91 MB)
FileName :4 -Creating a sample Dashboard.mp4 | Size: (48.51 MB)
FileName :5 -Using Eval-Where and Filter Command Part 1.mp4 | Size: (56.78 MB)
FileName :6 -Using Eval-Where and Filter Command Part 2.mp4 | Size: (34.89 MB)
FileName :7 -Using Regex-Rex to Extract Data.mp4 | Size: (49.8 MB)
FileName :8 -Understanding Fields in Splunk Part 1.mp4 | Size: (51.46 MB)
FileName :9 -Understanding Fields in Splunk Part 2.mp4 | Size: (42.12 MB)

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