Splunk Guaranteed-to-Run

Splunk 8.0 for Analytics and Data Science

The Splunk 8.0 for Analytics and Data Science course enables data scientists and analysts to transform raw data into predictive insights using machine learning, regression, clustering, and anomaly detection in Splunk. It solves the critical pain point of extracting actionable intelligence from complex datasets, with demand for Splunk skills projected to grow 28.9% over the next decade. Learners gain hands-on experience in forecasting, classification, and data preprocessing workflows.

This course prepares candidates for Splunk certification pathways in data science and analytics, leveraging Koenig’s official vendor-authorized courseware. With 30-day lab access, learners master real-world use cases and emerge ready to drive data-driven decision-making and operational intelligence in enterprise environments.

24 Hours (3 Days)
Live Online / Classroom
0+ professionals trained

Training Formats & Pricing

1-on-1 On Request
Dedicated instructor, your schedule Fastest
Public Batch On Request
Group class, fixed schedule Most Popular
Self-Paced On Request
Recorded sessions, learn anytime Best Value

100% Happiness Guarantee · Free Rescheduling · Secure Payment

Course Overview

The Splunk 8.0 for Analytics and Data Science course by Splunk is designed for data scientists, analytics engineers, and IT operations analysts seeking to leverage machine data for advanced insights. This course prepares learners for the Splunk Core Certified Power User certification, a recognized credential validating expertise in Splunk Enterprise and Splunk Cloud. Participants will gain hands-on experience in statistical analysis, machine learning, and data visualization techniques essential for roles requiring operational intelligence. With demand for Splunk skills growing over 100% year-over-year and 76% of professionals holding at least one certification, mastering these capabilities positions individuals at the forefront of data-driven decision-making across industries.

Students engage with core Splunk technologies including the Splunk Machine Learning Toolkit (MLTK), Smart Clustering Assistant, Smart Forecasting Assistant, and Smart Outlier Assistant, alongside foundational tools like SPL (Search Processing Language) and field extraction techniques. The hands-on lab environment is delivered through a hosted Splunk instance accessible via test.students.splunk.education, where learners configure real-world analytics workflows. During labs, students build and evaluate regression models, classify data using algorithms like Logistic Regression and Random Forest Classifier, preprocess data with PCA and StandardScaler, and detect anomalies using the Density Function algorithm. A key project involves forecasting multivariate time series data while accounting for periodicity, simulating actual business scenarios in monitoring and predictive maintenance.

This training directly supports career advancement by preparing candidates for Splunk certification, which 77% of holders report leads to increased earnings and 72% associate with promotions. Koenig Solutions enhances this path with official courseware and a Guaranteed-to-Run schedule, ensuring learners can complete training without delays. By mastering Splunk 8.0 for Analytics and Data Science, professionals position themselves to lead in roles such as data science specialists and analytics consultants, driving strategic outcomes through machine learning and operational intelligence in enterprise environments.

What You'll Learn

Implement Machine Learning Toolkit 5.0 workflows within Splunk 8.0 to execute end-to-end data analysis pipelines.
Execute data preprocessing tasks using Splunk 8.0 algorithms to normalize datasets and optimize model performance.
Construct linear and logistic regression models using the Splunk MLTK to predict numerical and categorical trends.
Apply the Smart Clustering Assistant in Splunk 8.0 to categorize datasets using K-Means and DBSCAN algorithms.
Configure anomaly detection workflows using the DensityFunction and ProbabilisticThreshold algorithms to identify outliers.
Generate time-series forecasts using the StateSpaceForecast algorithm to project future data trends within Splunk 8.0.

Prerequisites

Recommended knowledge before taking this course
  • • Basic knowledge of data analysis and data management concepts • Experience with Splunk's core features and functionality • Understanding of statistical concepts • Proficiency in Splunk Search Processing Language (SPL) • Familiarity with IT system infrastructure and database structures. • Previous work with Splunk software or similar tools. Splunk 8.0 for Analytics and Data Science Certification Training Overview Splunk 8.0 for Analytics and Data Science certification training offers comprehensive knowledge on using Splunk for data collection, indexing, search, reports, dashboards, alert creation and more. The course covers topics like data input clustering, data analysis, and managing user roles. It equips learners with skills to manage big data and perform data-driven analytics using Splunk. Additionally, it teaches data visualization and creation of alerts, making it ideal for data scientists and analytics professionals. Why Should You Learn Splunk 8.0 for Analytics and Data Science? Learning Splunk 8.0 for analytics and data science offers valuable skills in data analysis and visualisation. It enhances understanding of machine data, provides insights for business intelligence, and helps in real-time information optimisation. This knowledge is crucial for decision-making processes in various industries, enhancing a candidate's employability.
Corporate Training
Get a Corporate Quote

Volume discounts · Dedicated account manager · Custom scheduling

Certification Exam

Everything you need to know about the Splunk 8.0 for Analytics and Data Science certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
7 days
Let's Talk

Request for more information

Splunk 8.0 for Analytics and Data Science

We'll respond within 1 business day · No spam, ever.

Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Splunk 8.0 Analytics Workflow and Exploratory Data Analysis
Master core Splunk 8.0 for Analytics and Data Science terminology Map the end-to-end Splunk analytics workflow efficiently Apply Splunk data science to common business scenarios Navigate the Splunk Machine Learning Toolkit interface effectively Execute data exploration to uncover hidden operational insights Utilize essential SPL commands for rapid data exploration Partition datasets for training using the sample command
2
Day 2– Regression Modeling and Data Preprocessing in Splunk
Distinguish between statistical predictions and numerical estimates Select optimal Splunk prediction algorithms and verify assumptions Implement fit and apply commands for predictive modeling Build numeric prediction models within Splunk Enterprise MLTK Evaluate model performance using the robust score command Define data preprocessing to enhance model accuracy Apply preprocessing algorithms to prepare raw Splunk data Optimize feature selection using the FieldSelector tool
3
Day 3– Advanced Preprocessing and Clustering with Splunk 8.0
Reduce data dimensionality using PCA and ICA techniques Normalize datasets with StandardScaler and RobustScaler functions Process text data via Imputer, NPR, TF-IDF, and HashingVectorizer Define clustering for advanced Splunk data pattern recognition Identify core clustering algorithms and practical use cases Execute the Smart Clustering Assistant for data grouping Assess cluster quality using the silhouette score metric Validate cluster coherence for reliable data science results

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

72%

of Splunk 8.0 for Analytics and Data Science certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Splunk 8.0 for Analytics and Data Science certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Data Scientist
  • Machine Learning Engineer
  • Analytics Engineer
  • Splunk ITSI Engineer
  • Security Data Analyst
  • Operational Intelligence Analyst

Companies Hiring

5,000+
Splunk Accenture Deloitte Cognizant Peraton UnitedHealth Group True Zero Technologies AbbVie

and 5,000+ organizations worldwide seeking Splunk 8.0 for Analytics and Data Science certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

18,400+
Verified Reviews
4.9 / 5
Average Rating
95%
Would Recommend
1M+
Professionals Trained
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the Splunk 8.0 for Analytics and Data Science training course

Is the certification exam included in Splunk 8.0 for Analytics and Data Science training, and what is the exam fee if separate?
The certification exam is not included in the Splunk 8.0 for Analytics and Data Science course. The exam fee is $130 USD per attempt via Pearson VUE. Candidates must register independently on the official Splunk portal after training.
What delivery modes does Koenig offer for Splunk 8.0 for Analytics and Data Science, including Guaranteed-to-Run?
Koenig provides live online 1-on-1, classroom, and self-paced options for Splunk 8.0 for Analytics and Data Science. Guaranteed-to-Run sessions ensure classes proceed on scheduled dates, providing professionals with reliable and flexible training timelines.
How long is lab access provided for Splunk 8.0 for Analytics and Data Science, and what environment is used?
You receive 30 days of lab access for Splunk 8.0 for Analytics and Data Science within a vendor-hosted cloud sandbox. This environment enables hands-on practice with Splunk 8.0 tools, eliminating the need for local VM configurations.
What is Koenig's rescheduling and cancellation policy for Splunk 8.0 for Analytics and Data Science, including fees?
Koenig permits free rescheduling up to 14 days before your Splunk 8.0 for Analytics and Data Science start date. Cancellations within 14 days incur a 50% fee, while no-shows result in a full forfeiture of the course fee.
What is the exam format, number of questions, passing score, and time limit for Splunk certifications related to analytics?
Splunk certification exams comprise 60-65 multiple-choice questions with a 60-minute limit and a 70% passing score. Exams are delivered via Pearson VUE and do not include hands-on lab components or complex case study requirements.
How long is the Splunk certification valid, and what is the renewal process and cost?
Splunk certifications are valid for three years. To renew, you must pass a recertification exam costing $130 USD or earn 120 continuing education credits through the official Splunk program to maintain your professional credentials.
What post-training support does Koenig provide after Splunk 8.0 for Analytics and Data Science completion?
Koenig offers 30 days of mentor email support, access to an exclusive alumni community, and one complimentary lab retake for Splunk 8.0 for Analytics and Data Science. These resources are included at no additional cost.
What prerequisites or experience are needed for Splunk 8.0 for Analytics and Data Science?
Splunk 8.0 for Analytics and Data Science requires completion of Splunk Fundamentals 1 and 2, plus foundational knowledge in Python or statistics. While no formal certification is mandatory, this background ensures optimal mastery of course concepts.
What salary or career impact does Splunk 8.0 for Analytics and Data Science certification provide with real figures?
Splunk-certified professionals earn an average annual salary of $115,000 USD in the US, commanding a 20-30% premium over non-certified peers. This expertise qualifies you for high-demand roles like Data Scientist and Splunk Analyst.
How does Splunk 8.0 for Analytics and Data Science training compare to self-study in terms of outcomes?
Instructor-led Splunk 8.0 for Analytics and Data Science training delivers 40% higher pass rates than self-study. Expert-led labs and structured guidance accelerate your skill acquisition in just 3 days, significantly faster than independent learning methods.
100%

Happiness Guarantee

We are so confident in the quality of our training that we offer a full money-back guarantee. Not satisfied? Contact us within 24 hours of your first session — we'll refund you completely, no questions asked.

Full Refund

Within 24 hours

No Questions

Asked ever

Secure Payment

Encrypted checkout

PCI DSS

Compliant