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Overview

This course introduces to Splunk AIOps, covering the essentials of data analysis, security management, and AI-driven operations. The training will present the basics of Splunk, advanced data analysis techniques, machine learning models, and security essentials. Participants will learn how to integrate AI into everyday workflows, enhance service performance, and improve efficiency across various operational teams.

In today's data-driven landscape, organizations are constantly seeking innovative solutions to extract actionable insights, enhance operational efficiency, and bolster security measures. Splunk AI emerges as a transformative tool that empowers companies to harness the power of artificial intelligence (AI) to optimize their operations and drive business success. By leveraging Splunk AI, organizations can unlock many benefits, including advanced data analysis, predictive capabilities, streamlined security operations, and improved decision-making processes. This integration of AI within the Splunk platform not only enhances the effectiveness of data analysis but also enables companies to proactively address challenges, mitigate risks, and deliver superior services to their customers. Through Splunk AI, companies can work smarter, faster, and more effectively, reducing operating costs and positioning themselves at the forefront of innovation and competitiveness in today's dynamic business environment.
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What You'll Learn

Upon completing this course, the learner will be able to meet these overall objectives:

  • Understand the basics of Splunk and its core software
  • Develop skills in collecting, indexing, and analyzing machine data using Splunk
  • Introduce Splunk data analysis and correlation techniques to enable fast decision making, cost reduction and better customer services in your environment
  • Describe machine learning models and their applications for various tasks using Splunk
  • Introduce Splunk’s feature engineering capability
  • Discuss Splunk Security Essentials and Incident Response for security management
  • Explore the role of Splunk AIOps in supporting Observability in IT Operations
  • Get Hands-on experience in setting up, configuring, and managing a Splunk environment
  • Apply Splunk AI capabilities to real-world use cases and scenarios

Who Should Attend

The primary audience for this course is as follows:

  • System Engineers
  • System Administrators
  • Architects
  • Channel Partners
  • Data Analysts
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Prerequisites

The knowledge and skills that a learner should have before attending this course are as follows:

  • Familiarity with Cisco Products

Learning Journey

Coming Soon...

Module 1: AI Operations Fundamentals

  • Understanding AIOps: What it is and why it matters.
  • Role of AI in IT operations.
  • Overview of Splunk’s AIOps capabilities.

Module 2: Splunk Essential

  • Introduction to Splunk and its core software.
  • Navigating the Splunk interface.
  • Splunk interoperability.
  • Data ingestion and indexing.
  • Basic search queries and visualization.

Module 3: Data Preparation and Cleansing using Splunk

  • Benefits for the companies using Splunk AI engine in cost reduction and operational efficiency improvements.
  • Data quality and preprocessing.
  • Handling missing values and outliers.
  • Data analysis and correlation techniques in Splunk

Module 4: Cisco Splunk AIOps Use Cases

  • Data modeling in Splunk.
  • Overview of AIOps and its role in IT Operations.
  • Data analysis and correlation techniques in Splunk.
  • Predictive analytics for incident prevention.
  • Anomaly detection and root cause analysis.
  • Full visibility, AIOps, and incident intelligence with Splunk AI.

Module 5: Machine Learning with Splunk

  • Introduction to ML algorithms.
  • Machine learning models for classification, regression, clustering, and anomaly detection.
  • Building Predictive Models using Splunk ML Toolkit

Module 6: AIOps Data Analysis Techniques

  • Implementing real-time search, analysis, and visualization of large datasets.
  • Event correlation techniques using search commands.
  • Clustering and anomaly detection.

Module 7: Operationalizing AIOps with Splunk

  • Integrating AIOps insights into incident management.
  • Splunk Security Essentials and Incident Response.
  • Real-time monitoring and alerting using Splunk Enterprise Security.
  • Testing, validating, and fine-tuning security use cases.
  • Rapid event detection and human-assisted automation for SecOps, ITOps, and engineering teams.
  • Automating responses based on ML predictions.

Module 8: Case Studies and Best Practices

  • Success stories from organizations using Splunk for AIOps.
  • Integrating AI into everyday workflows for service performance enhancement.
  • Tips for effective implementation.

Frequently Asked Questions (FAQs)

  • Why get Cisco certified?

    Cisco certifications validate your expertise in networking and cybersecurity, making you a sought-after professional in the IT industry.

    These globally recognized credentials demonstrate your ability to design, implement, and manage complex networks, enhancing your career prospects and earning potential.

    Cisco-certified professionals are highly valued by employers worldwide for their knowledge and skills in managing critical infrastructure and ensuring secure communications.

  • What to expect for the examination?

    Cisco offers a wide range of certification exams, catering to various levels of expertise and specializations.

    The exams typically consist of multiple-choice questions, simulations, and sometimes lab exercises. Exam formats and content vary depending on the specific certification level and track you choose.

    Note: Certification requirements and policies may be updated by Cisco from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • How long is Cisco certification valid for?

    Most Cisco certifications are active for three years from the date you earn the certification.

    You can recertify at any time during the active period by re-taking the exam for your existing certification, advancing to the next level of certifications, earning Continuing Education credits, or a combination of both.

    Note: Certification requirements and policies may be updated by Cisco from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • Why take this course with Trainocate?

    Here’s what sets us apart:

    - Global Reach, Localized Accessibility: Benefit from our geographically diverse training hubs in 24 countries (and counting!).

    - Top-Rated Instructors: Our team of subject matter experts (with high average CSAT and MTM scores) are passionate to help you accelerate your digital transformation.

    - Customized Training Solutions: Choose from on-site, virtual classrooms, or self-paced learning to fit your organization and individual needs.

    - Experiential Learning: Dive into interactive training with our curated lesson plans. Participate in hands-on labs, solve real-world challenges, and take on comprehensive assessments.

    - Learn From The Best: With 30+ authorized training partnerships and countless awards from Microsoft, AWS, Google – you're guaranteed learning from the industry's elite.

    - Your Bridge To Success: We provide up-to-date course materials, helpful exam guides, and dedicated support to validate your expertise and elevate your career.

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