- Free Courses
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Learning Paths
- Courses for Users
- Courses for Splunk Administrators
- Courses for Splunk Cloud Customers
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Courses for Splunk Architects
- Overview
- Splunk Fundamentals 1
- Splunk Fundamentals 2
- Creating Dashboards with Splunk
- Splunk Fundamentals 3
- Advanced Searching and Reporting
- Splunk Enterprise System Administration
- Splunk Enterprise Data Administration
- Troubleshooting Splunk Enterprise
- Splunk Enterprise Cluster Administration
- Architecting Splunk Enterprise Deployments
- Administering Splunk Enterprise Security
- Courses for App Developers
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Courses for Enterprise Security Administrators
- Overview
- Splunk Fundamentals 1
- Splunk Fundamentals 2
- Creating Dashboards with Splunk
- Splunk Fundamentals 3
- Advanced Searching and Reporting
- Splunk Enterprise System Administration
- Splunk Enterprise Data Administration
- Architecting Splunk Enterprise Deployments
- Administering Splunk Enterprise Security
- Courses for Enterprise Security End-Users
- Courses for IT Service Intelligence Administrators
- Courses for IT Service Intelligence End-Users
- Courses for Phantom Customers
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Courses for SignalFx Customers
- Overview
- SignalFx Fundamentals Series (eLearning)
- SignalFx Core Skills for Infrastructure Monitoring and Microservices APM
- Infrastructure Monitoring Using SignalFx
- Using SignalFx to Monitor Microservices-based Applications
- Automation Using the SignalFx API
- Sending Custom Metrics to SignalFx
- Advanced Monitoring of Microservices Applications Using SignalFx
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Certification Tracks
- Splunk Core Certified User
- Splunk Core Certified Power User
- Splunk Core Certified Advanced Power User
- Splunk Enterprise Certified Admin
- Splunk Enterprise Certified Architect
- Splunk Certified Developer
- Splunk Enterprise Security Certified Admin
- Splunk IT Service Intelligence Certified Admin
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Splunk Core Certified Consultant
- Overview
- Splunk Fundamentals 1
- Splunk Fundamentals 2
- Splunk Enterprise System Administration
- Splunk Enterprise Data Administration
- Architecting Splunk Enterprise Deployments
- Troubleshooting Splunk Enterprise
- Splunk Enterprise Cluster Administration
- Splunk Enterprise Practical Lab
- Splunk Fundamentals 3
- Creating Dashboards with Splunk
- Advanced Searching and Reporting
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Courses
- Splunk Fundamentals 1
- Splunk Fundamentals 2
- Splunk Fundamentals 3
- Advanced Searching and Reporting
- Creating Dashboards with Splunk
- Advanced Dashboards and Visualizations
- Building Splunk Apps
- Splunk for Analytics and Data Science
- Splunk Infrastructure Overview
- Splunk Enterprise System Administration
- Splunk Enterprise Data Administration
- Troubleshooting Splunk Enterprise
- Splunk Enterprise Cluster Administration
- Splunk Cloud Administration
- Architecting Splunk Enterprise Deployments
- Splunk Enterprise Practical Lab
- Developing with Splunk's REST API
- Administering Splunk Enterprise Security
- Using Splunk Enterprise Security
- Implementing Splunk IT Service Intelligence
- Using Splunk IT Service Intelligence
- Splunk User Behavior Analytics
- Administering Phantom
- Developing Phantom Playbooks
- Working with Metrics in Splunk
- Implementing Splunk SmartStore
- Splunk Workload Management
- SignalFx Fundamentals Series (eLearning)
- SignalFx Core Skills for Infrastructure Monitoring and Microservices APM
- Infrastructure Monitoring Using SignalFx
- Using SignalFx to Monitor Microservices-based Applications
- Automation Using the SignalFx API
- Sending Custom Metrics to SignalFx
- Advanced Monitoring of Microservices Applications Using SignalFx
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Videos
- All Videos
- Splunk Cloud Tutorial
- Installing Splunk Enterprise on Linux
- Installing Splunk Enterprise on Windows
- Getting Data In to Splunk Enterprise (Linux)
- Getting Data In (Windows)
- Getting Data In with Forwarders
- Basic Search in Splunk Enterprise
- Create a Dashboard in Splunk Enterprise
- Splunk Certification Candidate Journey
- Creating Alerts in Splunk Enterprise
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- Certification Exams
- Program Guide + FAQ
- Download Fact Sheet
Course Description
This course, delivered over three virtual days, covers implementing analytics and data science projects using Splunk's statistics, machine learning, built-in and custom visualization capabilities.
Instructor-led Training Schedule
- Splunk Fundamentals 1
- Splunk Fundamentals 2
- Advanced Searching and Reporting with Splunk
- or equivalent Splunk experience
- Analytics Framework
- Exploratory Data Analysis
- Machine Learning
- Using Algorithms to Build Models
- Market Segmentation
- Transactional Analysis
- Anomaly Detection
- Estimation and Prediction
- Classification
- Define terms related to analytics and data science
- Describe the framework for multi-departmental analytics projects
- Identify analytics project best practices
- Identify common use cases
- Define exploratory data analysis
- Describe Splunk exploratory data analysis solutions
- Define some concepts and terms associated with machine learning
- Describe the machine learning workflow
- Split data for training and testing models
- Fit and apply models in Splunk
- Use Machine Learning Toolkit Showcases and Assistants
- Use Machine Learning Toolkit commands and features
- Use and compare algorithms
- Refine models
- Describe market segmentation and transactional analysis
- Define use cases and solutions
- Define anomaly detection
- Identify anomaly detection use cases
- Describe Splunk anomaly detection solutions
- Define estimation and prediction
- Identify estimation and prediction use cases
- Describe Splunk estimation and prediction Solutions
- Define key classification terms
- Evaluate classifier results