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所在平台: Udemy |
课程主页: https://www.udemy.com/course/splunk-siem-fundamentals-to-advanced-security-analytics/
课程评论：没有评论
**课程名称：Splunk SIEM：从基础到高级安全分析** **课程概述：** 本课程全面介绍Splunk作为领先的SIEM（安全信息和事件管理）解决方案，旨在帮助学员掌握使用Splunk进行海量机器数据管理、分析和可视化的能力。无论您是初学者还是希望提升技能的从业者，都将通过详细解释、演示和实践练习，学习如何收集数据、保护环境、检测异常及有效响应安全事件。 **主要内容：** * **第一部分：SIEM基础与Splunk入门** * 介绍SIEM核心概念、日志管理。 * Splunk作为SIEM解决方案的功能。 * Splunk平台安装、配置、架构及关键组件。 * 数据接入、索引管理等基础操作。 * **第二部分：Splunk管理、安全运营与高级应用** * Splunk后端管理：配置文件、索引策略、用户角色、系统监控。 * 高级搜索技巧与机器学习在数据洞察中的应用。 * Splunk Security Essentials (SSE) 详解：应用定制、导航、威胁狩猎、事件调查与响应。 * **第三部分：精通SPL与数据可视化** * Splunk Processing Language (SPL) 掌握：基础查询到高级统计函数、宏、复杂数据结构处理。 * 创建仪表板、应用正则表达式、使用透视表、设置预定告警和报告。 * 将原始数据转化为可操作的洞察，实时可视化安全模式，构建交互式仪表板。 **课程成果：** 完成本课程后，学员将从理解SIEM基本原理过渡到能够执行高级Splunk操作，包括机器学习驱动的分析和威胁检测。学员将自信地驾驭 the Splunk 平台，进行定制化配置，并在安全运营中心（SOC）或数据密集型环境中有效运用。
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.
