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Splunk Development & Administration
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Splunk is a software platform widely used for monitoring, searching, analyzing and visualizing the machine-generated data in real time. It performs capturing, indexing, and correlating the real time data in a searchable container and produces graphs, alerts, dashboards and visualizations. Splunk uses machine data for identifying data patterns, providing metrics, diagnosing problems and providing intelligence for business operations. Splunk is a horizontal technology used for application management, security and compliance, as well as business and web analytics
Overview
The Syllabus
Curriculum Designed by Experts
Module 1 – Introduction
- Introduction to the course
- What is Splunk?
- Prerequisites
Module 2 – What is Splunk?
- Splunk components
- Installing Splunk
- Getting data into Splunk
Module 3 – Introduction to Splunk’s User Interface
- Understand the uses of Splunk
- Define Splunk Apps
- Customizing your user settings
- Learn basic navigation in Splunk
Module 4 – Basic Searching
- Run basic searches
- Use autocomplete to help build a search
- Set the time range of a search
- Identify the contents of search results
- Refine searches
- Use the timeline
- Work with events
- Control a search job
- Save search results
Module 5 – Splunk Licensing
- Understanding Splunk Licensing concepts
- Splunk Developer 10GB License
- Importing License into Splunk
- Â
Module 6 – Getting started with Splunk
- Importing Data to Splunk
- Security Use-Case – Finding Attack Vectors
- Basics command- All command and Use case
- Eval Command
- Lookups
- Splunk Event Types
- Tags
- Splunk Events Types Priority and Coloring Scheme
- Splunk Alerts
- Report, schedule report and Alerts.
- Overview of Dashboards and Panels
- Building Dashboard Inputs – Time Range Picker…
- Building Dashboard Inputs – Text Box
- Building Dashboard Inputs – Drop down
- Building Dashboard Inputs – Dynamic DropDown
Module 7 – Understanding Splunk Add-Ons and Apps
- Basic concepts of Add on and App
- Requirements add-on and app
- Integration of Splunk Add-On for AWS and Splunk App for AWS
- Integration of Service now with Splunk.
Module 8 – Splunk Architecture
- Directory Structure of Splunk
- Splunk Configuration Directories
- Splunk Configuration Precedence
- Splunk Configuration Precedence – Apps and Locals
- Introduction to Indexes
- Bucket Lifecycle
- Warm to Cold Bucket Migration
- Archiving Data to Frozen Path
- Thawing Process
- Splunk Workflow Actions
Module 9 – Post Installation Activities
- Understanding Regular Expressions
- Regex – Exercise
- Parsing Web Server Logs & Named Group Expression
- Sample – Web Server Logs
- Importance of Source Types
- Interactive Field Extractor (IFX)
- conf and transforms.conf
- Â
Module 10 – Security Primer
- Access Control
- Creating Custom Roles & Capabilities
Module 11 -Distributed Splunk Architecture
- Overview of Distributed Splunk Architecture
- Understanding License Master
- Implementing License Master
- License Pools
- Indexer
- Masking Sensitive Data at Index Time
Module 12-Forwarder & User Management
- Overview of Universal Forwarders
- Installing Universal Forwarder in Linux
- Installation Manual – Splunk Universal Forwarder
- Challenges in Forwarder Management
- Introduction to Deployment Server
- ServerClass and Deployment Apps
- Creating Custom Add-Ons for deployment
- Pushing Splunk Linux Add-On via Deployment Server
Module 13- Indexer Clustering
- Overview of Indexer Clustering
- Deploying Infrastructure for Indexer Cluster
- Document – Deploying Indexer Cluster Docker Containers
- Master Indexer
- Peer Indexers
- Testing Replication and Failover capabilities
- Configuration Bundle
- Forwarding Logs to Indexer Cluster
- Indexer Discovery
Module 14- Search Head Clustering
- Overview of Search Head Clusters
- Deploying Infrastructure for Search Head Cluster
- Configuring Cluster Setup on Search Heads
- Validating Search Head Replication
- Pushing Artifacts through Deployer
- Connecting Search Head Cluster to Indexer Cluster
Module 15 – Advanced Splunk Concepts
- DMC
- Rolling Restart
- Using Btool, diag for Troubleshooting
- Overview of Data Models
- Splunk Support Programs
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Why Enroll for Splunk Development & Administration ?
In-Demand Skills
In-demand skills in Splunk Development & Administration Course Training comprise being proficient in monitoring, troubleshooting, and data analysis. This certification enhances your ability to manage and secure IT operations, making you a valuable asset in the growing field of data management and security.
Career Opportunities
Enrolling in Splunk Development & Administration Course Training opens doors to lucrative careers in data analysis, IT operations, and cybersecurity. With hands-on experience, this certification boosts job prospects as a Splunk developer, admin, or consultant, driving success in tech industries.
Cloud Adoption
Cloud adoption for Splunk Development & Administration Course Training is essential as businesses shift to cloud environments. This course equips you with the skills to manage and analyze cloud data effectively, enhancing your value in professions involving data management and modern IT. Enroll for success!
Scalability and Flexibility
The training for the Splunk Development & Administration course offers exceptional scalability and flexibility for handling large data sets across diverse platforms. This certification equips you to adapt to evolving IT needs, ensuring a strong, future-proof career in data analysis and management. Enroll now!
Cost Management
Splunk Development & Administration Course Training enhances cost management by optimizing data monitoring and analysis, reducing operational expenses. This certification empowers you to efficiently handle resources in IT, driving profitability. Enroll now to master cost-effective solutions in tech environments!
Security and Compliance
The Splunk Development & Administration Course Training equips you to enhance security and compliance by monitoring data in real-time, identifying threats, and meeting regulatory standards. This certification ensures you're skilled in safeguarding IT infrastructures. Enroll now to secure your future!
Course benefits
Who Can Apply for Red Hat Linux
- Information Architects and Statisticians
- Developers looking to master Machine Learning and Predictive Analytics
- Big Data, Business Analysis, Business Intelligence, and Software Engineering Professionals
- Aspirants who are looking to work as Machine Learning Experts, Data Scientists, etc.
- Anyone who wants to learn machine learning, artificial intelligence, data visualization, data analytics, data structures, and algorithms (DSA).
Why Splunk Development & Administration ?
Scalability
The Splunk Development & Administration Course Training enablesyou to master scalability by efficiently managing vast data sets across growing infrastructures.This certification prepares you to handle expanding IT environments with ease.Enroll now to boost your career with scalable solutions in tech!
Flexibility
The Splunk Development & Administration Course Training offers flexibility in managing diverse data sources, adapting to evolving business needs. This certification equips you with skills to customize Splunk deployments, making you a valuable asset in dynamic IT roles. Enroll today to enhance your flexibility!
Hybrid Capabilities
The Splunk Development & Administration Course Training equips you with hybrid capabilities, allowing seamless integration across cloud and on-premise environments. This certification ensures you're ready to manage complex, mixed infrastructures. Enroll now to excel in hybrid IT environments and boost your career!
Security and Compliance
The Splunk Development & Administration Course Training helps you enhance security and compliance by monitoring data, detecting threats, and ensuring adherence to regulations. This certification builds expertise in safeguarding IT systems. Enroll now to advance your career in secure, compliant environments!
Cost-Effectiveness
The Splunk Development & Administration Course Training boosts cost-effectiveness by teaching efficient data management and resource optimization. This certification empowers you to reduce IT costs while maintaining performance. Enroll now to master cost-saving strategies in dynamic tech environments!
Innovation
The Splunk Development & Administration Course Training fosters innovation by equipping you to harness data for real-time insights and problem-solving. This certification empowers you to drive cutting-edge solutions in IT. Enroll now to become a leader in innovative data management and technology!
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Red Hat Linux Course Projects
Infrastructure Provisioning
And Configuration Management
Implementing automated infrastructure provisioning and configuration management using Ansible. This may include setting up servers, networking devices, and other infrastructure components using playbooks and roles.Â
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And Orchestration
Automating the deployment and orchestration of applications across development, testing, and production environments. This could involve deploying web servers, databases. middleware, and other application components using Ansible
Continuous Integration
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Integrating Ansible into CI/CD pipelines to automate software. build, test, and deployment processes. This may include automating the creation of build artifacts, running tests, and deploying applications to various environments.
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Splunk Development & Administration FAQs
What is Splunk, and how is it used in development and administration?
Splunk is a platform for searching, monitoring, and analyzing machine-generated data in real-time. In development, it is used to create custom apps, dashboards, and searches. As an administrator, you manage Splunk’s infrastructure, monitor performance, and handle data ingestion from various sources.
What are the key components of Splunk architecture?
Splunk architecture consists of the following key components:
- Indexers: Store and index data.
- Search Heads: Handle search queries and user interactions.
- Forwarders: Collect and send data to indexers.
- Deployment Servers: Manage configurations for forwarders and other Splunk components.
How do you ingest data into Splunk?
Data is ingested into Splunk using forwarders, which collect data from various sources like servers, databases, and applications. The forwarders send this data to Splunk indexers, where it’s parsed and indexed for searching and analysis.
What is the Search Processing Language (SPL) in Splunk?
SPL is Splunk’s proprietary query language used for searching and analyzing indexed data. It includes a wide range of commands for filtering, transforming, and visualizing data, enabling users to perform advanced searches and create meaningful reports.
How do you optimize search performance in Splunk?
To optimize search performance, you can:
- Use index-time field extraction to minimize the work needed at search time.
- Limit the time range of searches to reduce the dataset size.
- Use summary indexing for frequent searches.
- Run searches during off-peak hours.
What is a Splunk Forwarder, and what are its types?
A Splunk forwarder collects data from various sources and sends it to Splunk indexers. There are two types:
- Universal Forwarder: Lightweight, used for data forwarding only.
- Heavy Forwarder: Capable of parsing data before sending it to indexers.
How can you manage user roles and permissions in Splunk?
User roles and permissions are managed through role-based access control (RBAC). You can assign different roles to users based on their needs, controlling what data they can access and which actions they can perform (e.g., viewing, searching, or modifying data).
What is Splunk clustering, and why is it important?
Splunk clustering ensures high availability and load balancing across multiple Splunk instances. In Indexer Clustering, multiple indexers replicate data to ensure redundancy. In Search Head Clustering, multiple search heads work together to distribute search loads.
How do you set up alerts in Splunk?
You can set up alerts by creating a search query that runs on a scheduled basis. If the query results match a predefined condition, Splunk triggers an alert. Alerts can notify administrators via email, Slack, or other channels, or they can trigger automated responses like running scripts.
What are Splunk Apps and Add-ons?
Splunk apps are pre-built solutions that extend Splunk’s functionality for specific use cases, such as monitoring AWS or Salesforce data. Add-ons are smaller components that enhance Splunk’s ability to ingest data from specific sources or provide additional functionality like field extractions.
What is the difference between Splunk Cloud and Splunk Enterprise?
Splunk Enterprise is an on-premise solution where you manage your own infrastructure, whereas Splunk Cloud is a fully hosted version of Splunk managed by Splunk itself, providing scalability and reduced infrastructure management requirements.
How do you monitor the performance of a Splunk deployment?
You can monitor Splunk’s performance using internal logs and dashboards. Key metrics to monitor include indexing speed, search concurrency, resource utilization (CPU, memory), and forwarder health. Admins can set up performance alerts for any unusual patterns.
How do you use Splunk for security monitoring?
Splunk can collect and analyze logs from firewalls, intrusion detection systems, and other security devices. Security teams use Splunk to create real-time alerts, visualize threats, and automate responses to potential breaches, ensuring the environment is constantly monitored for security threats.
Can Splunk be integrated with other tools, and if so, how?
Yes, Splunk can integrate with many external tools and systems. Integration is typically done via Splunk’s REST API, scripted inputs, or through apps and add-ons available on Splunkbase. For example, Splunk can integrate with cloud services, databases, and IT service management tools like ServiceNow
How do you ensure data security within Splunk?
Data security in Splunk is ensured through encryption of data at rest and in transit, role-based access controls (RBAC), and proper configuration of data access policies. Administrators also monitor audit logs to track any unauthorized access attempts or configuration changes.
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About Splunk Development & Administration Certification
Splunk Development & Admin Certification is a specialized program designed to equip professionals with the knowledge and skills to harness the full potential of Splunk, a powerful platform for searching, monitoring, and analyzing machine-generated data. Whether you’re aiming to become a Splunk developer or administrator, this certification offers an in-depth understanding of how to effectively deploy, configure, and manage Splunk environments while optimizing data-driven decision-making processes.
Why Splunk?
In today’s data-driven world, businesses generate vast amounts of machine data from applications, servers, and devices. Splunk allows organizations to collect, index, and visualize this data in real-time, enabling faster troubleshooting, security monitoring, and business intelligence. As companies increasingly rely on real-time insights to make critical decisions, the demand for skilled Splunk professionals is growing rapidly.
Course Objectives
The Splunk Development & Admin Certification course aims to provide participants with a dual understanding of Splunk’s development and administrative functions. Upon completion, you will be able to:
- Master Splunk’s core architecture and components.
- Deploy and manage Splunk in various environments, including cloud and on-premise.
- Develop and optimize Splunk apps and add-ons.
- Implement advanced data ingestion, parsing, and indexing techniques.
- Create efficient search queries and dashboards for real-time data analysis.
- Perform user management, security configurations, and troubleshooting in Splunk environments.
Who Should Enroll?
This certification is ideal for IT professionals, developers, data analysts, and system administrators who wish to expand their skills in data analytics and monitoring using Splunk. It’s also suited for those who aim to specialize in building and managing Splunk environments, developing apps, or optimizing data ingestion and search processes.
- Splunk Developers: Learn how to create apps, add-ons, and use Splunk APIs for data ingestion and automation.
- Splunk Administrators: Master the deployment, management, and security aspects of Splunk environments.
- IT and Security Analysts: Utilize Splunk for monitoring, troubleshooting, and securing IT infrastructures.
- Data Analysts: Gain insights into creating advanced searches and dashboards to support data-driven decision-making.
Key Components of the Certification
- Docker Fundamentals: Learn the core concepts of Docker, including image creation, container management, networking, and storage. You’ll also explore Docker Compose for multi-container applications and Docker Swarm for simple orchestration.
- Kubernetes Architecture: Understand the architecture of Kubernetes, including its components like nodes, pods, services, and controllers. You’ll gain insights into how Kubernetes orchestrates containers across a cluster.
- Container Orchestration: Dive into advanced Kubernetes features such as deployments, replica sets, stateful sets, and DaemonSets. You’ll learn how to manage application scaling, updates, and rollbacks seamlessly.
- Networking and Storage: Explore Kubernetes networking models and storage solutions. You’ll learn about services, Ingress controllers, Persistent Volumes, and Persistent Volume Claims.
- Security and Monitoring: Discover best practices for securing your Docker and Kubernetes environments. Topics include image scanning, role-based access control (RBAC), and monitoring with tools like Prometheus and Grafana.
- CI/CD Integration: Learn how to integrate Docker and Kubernetes with continuous integration and continuous deployment (CI/CD) pipelines. You’ll understand how to automate the build, test, and deployment processes for your applications.
- Troubleshooting and Optimization: Develop skills to diagnose and resolve issues in Docker and Kubernetes environments. You’ll also learn optimization techniques to improve the performance and reliability of your containerized applications.
- Data Analysts: Gain insights into creating advanced searches and dashboards to support data-driven decision-making.
Who Should Enroll?
- DevOps Engineers: Enhance your skillset by mastering containerization and orchestration, key components of modern DevOps practices.
- Software Developers: Learn how to package and deploy your applications consistently across different environments.
- System Administrators: Gain expertise in managing and scaling containerized applications in production environments.
- IT Professionals: Stay ahead of the curve by acquiring in-demand skills that are critical for cloud-native application development.
Prerequisites
While there are no mandatory prerequisites, having a basic understanding of system administration, databases, and data formats like JSON, XML, or CSV will be advantageous. Familiarity with scripting languages such as Python or shell scripting will also help in Splunk development tasks.
Career Opportunities
The Splunk Development & Admin Certification opens doors to a variety of career paths. As companies increasingly adopt Splunk for its real-time data analytics and monitoring capabilities, the demand for skilled Splunk professionals is surging. Some of the roles you can pursue include:
- Splunk Developer
- Splunk Administrator
- Security Engineer (using Splunk for security monitoring)
- IT Operations Engineer
- Data Analyst (with a focus on Splunk)
- Business Intelligence Developer
Why Choose This Certification?
- Hands-On Learning: Engage in practical labs and real-world projects to apply your learning and gain hands-on experience with Splunk tools.
- Industry-Relevant Skills: Learn the skills that are in high demand across industries such as IT, finance, retail, and healthcare.
- Expert Instructors: Benefit from the guidance of certified Splunk professionals who bring years of experience in real-world Splunk deployments.
- Job-Ready Certification: After completing the certification, you’ll be prepared to take on roles in top-tier companies and industries that rely on Splunk for data insights and monitoring.
Certification and Exam
Upon completing the course, participants can take the official Splunk certification exam. The exam tests your knowledge of both Splunk development and administration concepts, ensuring that you’re fully equipped to handle complex Splunk environments.
Applications of Splunk Development & Administration
Splunk Development & Admin skills have a wide range of applications across industries that rely on data-driven decision-making, IT operations, and security monitoring. Splunk’s ability to index, search, analyze, and visualize machine-generated data makes it indispensable in several business functions. Below are key areas where Splunk Development & Admin expertise is applied:
1. IT Operations Monitoring and Troubleshooting
Splunk is widely used to monitor IT infrastructure, servers, applications, and networks. Admins can configure Splunk to collect log data from multiple sources, providing a centralized view of the entire infrastructure. Developers can create custom dashboards and searches to track system health, identify issues, and troubleshoot problems in real-time. This helps reduce downtime, optimize resource usage, and improve the overall performance of IT operations.
Example: Monitoring server uptime, CPU usage, and network traffic to ensure uninterrupted service delivery.
2. Security and Compliance
Splunk plays a critical role in security monitoring, threat detection, and ensuring regulatory compliance. By ingesting data from firewalls, intrusion detection systems, and security logs, admins can create automated alerts for suspicious activities, while developers can customize searches and reports to meet specific security needs. Splunk helps organizations meet compliance requirements by tracking access logs and generating reports for audit purposes.
Example: Detecting unauthorized access attempts and analyzing user behavior to prevent data breaches.
3. Application Management and Performance Monitoring
Splunk can be used to monitor and manage the performance of business applications. By collecting application logs, error reports, and usage statistics, Splunk admins can ensure that applications are running smoothly. Developers can create custom Splunk apps that visualize performance metrics, helping teams to quickly identify and resolve bottlenecks or errors in the application code.
Example: Monitoring e-commerce platforms for load times, error rates, and user activity to ensure a seamless user experience.
4. Business Analytics and Operational Intelligence
Splunk’s ability to process vast amounts of machine data makes it useful for business analytics. It can help businesses gain operational intelligence by analyzing data from various sources, including CRM systems, customer interactions, and financial data. Splunk developers can create custom reports and dashboards that provide insights into customer behavior, sales trends, and operational efficiency.
Example: Analyzing sales data to identify peak sales periods and optimize inventory management.
5. DevOps and Continuous Delivery
In DevOps environments, Splunk is used to streamline the development lifecycle. Splunk developers can create dashboards that provide real-time insights into code deployments, test results, and system performance. Splunk admins configure alerts and automate incident responses, ensuring that development and operations teams are in sync. This improves the efficiency of continuous integration and continuous delivery (CI/CD) processes.
Example: Tracking the success rates of automated tests and code deployments to identify areas for improvement in the development pipeline.
6. Internet of Things (IoT) Data Monitoring
With the rise of IoT devices, organizations are generating vast amounts of sensor data that need to be monitored and analyzed. Splunk provides a platform for ingesting and visualizing IoT data in real time. Splunk developers can create custom apps to track device performance, energy consumption, and other metrics, while admins manage data collection from large-scale IoT deployments.
Example: Monitoring smart home devices for energy efficiency and device health.
7. Log and Event Management
Splunk is heavily used for log management and analysis. It can collect logs from servers, applications, databases, and network devices. Developers can build custom log search queries and alerts to notify teams when certain conditions are met, such as errors or performance degradation. This allows for proactive system management and faster incident resolution.
Example: Automatically triggering alerts when a critical application log contains an error that needs immediate attention.
8. Cloud Infrastructure Management
As organizations increasingly move to the cloud, managing cloud-based infrastructure becomes essential. Splunk can be integrated with cloud platforms like AWS, Azure, and Google Cloud to monitor cloud instances, track costs, and ensure optimal resource usage. Admins configure Splunk for cloud data ingestion, while developers create custom reports for cloud resource tracking and performance monitoring.
Example: Monitoring cloud-based services for cost optimization and identifying underutilized resources.
9. Fraud Detection and Prevention
Financial institutions and e-commerce platforms use Splunk to detect and prevent fraudulent activities. By analyzing transactional data and user behavior in real time, Splunk can help identify suspicious patterns that indicate potential fraud. Developers build custom fraud detection algorithms using Splunk, while admins configure the system to trigger alerts when abnormal activity is detected.
Example: Detecting unusual purchasing patterns or multiple failed login attempts in an online banking platform.
10. Supply Chain and Logistics Optimization
Splunk is also used in industries like manufacturing and logistics to optimize supply chain operations. By collecting data from production lines, shipment tracking systems, and inventory management platforms, Splunk provides insights that help improve operational efficiency. Developers can create dashboards to visualize supply chain performance, while admins ensure that data from various systems is properly indexed and available for analysis.
Example: Monitoring the flow of goods through a supply chain and identifying delays or inefficiencies in the logistics process.
Splunk Development & Administration Course Certification with Training in Bangalore
Welcome to Radical Technologies, the leading institute in Bangalore for Splunk Development & Admin Course, Training & Certification. We are dedicated to empowering individuals with the skills and knowledge necessary to excel in the field of data analytics and IT operations using Splunk. Our comprehensive curriculum is designed to cater to a wide range of learners, from beginners to seasoned professionals.
At Radical Technologies, we offer specialized Splunk Admin Training and Splunk Development Training that provide hands-on experience with real-world applications. Our Splunk Developer & Admin Certification Training equips students with the necessary expertise to achieve Splunk Certification, enhancing their career prospects in a competitive job market.
Our Splunk Admin Course and Splunk Developer Course are meticulously structured to ensure a deep understanding of the platform’s capabilities. For those just starting their journey, our Splunk Developer and Admin Course for Beginners is the perfect introduction, covering essential concepts and skills needed to succeed.
Located in Bangalore, we pride ourselves on offering the best Splunk Training in Bangalore. Our experienced instructors provide personalized guidance and support throughout the Splunk Training Courses, ensuring that each student is well-prepared for their Splunk Administrator Certification or Splunk Developer Certification.
For added convenience, we offer Splunk Admin Training Online, allowing students to learn from the comfort of their homes. Our Splunk Certification Training is designed to fit your schedule, making it easier than ever to pursue your professional goals.
Whether you’re looking for a Splunk Full Course, Splunk Administration Training, or targeted Splunk Training and Certification, Radical Technologies is committed to providing an exceptional learning experience. Join us today and take the first step toward becoming a certified Splunk professional in Bangalore!
