Koenig Original Guaranteed-to-Run

Business Analytics: EDA, Tableau & Predictive Models

Getting Started with Data and Business Analytics by Koenig Original equips business analysts, data scientists, and IT professionals with foundational skills in data collection, preprocessing, visualization, statistical analysis, and predictive modeling using Excel, Python, R, Tableau, and Power BI. With demand for data scientists projected to grow 34% from 2024 to 2034—adding 82,500 new jobs—the course solves the critical skill gap in translating raw data into strategic decisions.

This course prepares learners for data-driven roles through hands-on labs and Koenig’s Guaranteed-to-Run training schedule, ensuring access to live instruction without cancellation risks. Graduates gain confidence in applying machine learning and AI techniques, positioning them to drive impactful business intelligence outcomes in high-growth analytics careers.

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

Training Formats & Pricing

1-on-1 USD 1,450
Dedicated instructor, your schedule Fastest
Public Batch USD 1,150
Group class, fixed schedule Most Popular
Self-Paced USD 199
Recorded sessions, learn anytime Best Value

100% Happiness Guarantee · Free Rescheduling · Secure Payment

Course Overview

Getting Started with Data and Business Analytics by Koenig Original is a comprehensive 3-day training program designed for business analysts, data scientists, and IT professionals seeking to build foundational expertise in data analytics. While no official certification exam is tied directly to this Koenig Original course, it delivers essential competencies aligned with industry-recognized data and analytics frameworks. The curriculum covers core concepts including data collection, preprocessing, statistical analysis, data visualization, and predictive modeling. With global demand for data-driven decision-making rising—97% of organizations investing in big data and AI according to a 2023 IBM study—this course equips learners with timely, market-relevant skills to thrive in data-centric roles across sectors.

Participants gain hands-on experience with leading tools such as Excel, Python, R, Tableau, and Power BI within live lab environments that simulate real-world business scenarios. The course includes 24 hours of instructor-led training featuring practical labs where students configure data pipelines, clean and analyze datasets, and build interactive dashboards using Power BI and Tableau. One key project involves analyzing a retail sales dataset to identify trends, forecast demand, and present actionable insights through visual reports. These exercises are conducted via cloud-based lab platforms, ensuring immediate access to tools and real-time application of analytical techniques taught in the course.

By completing Getting Started with Data and Business Analytics from Koenig Original, learners are well-prepared to pursue advanced certifications in data science and business intelligence, enhancing their credibility in a field where data analysts earn an average salary of $78,000 annually in the U.S. (BLS, 2023). A key differentiator of Koenig’s offering is its Guaranteed-to-Run scheduling and availability of 1-on-1 live training, allowing personalized learning at scale. Graduates emerge ready to transition into analytics roles, drive data-informed strategies, and contribute meaningfully to organizational growth in an increasingly data-dependent business landscape.

What You'll Learn

Gather and clean datasets using Pandas and NumPy to ensure data integrity for advanced analytics projects.
Create compelling data visualizations using Excel and Matplotlib to communicate complex insights clearly and confidently.
Perform statistical analysis using Python-based frameworks to uncover meaningful patterns and trends within raw data.
Build a churn prediction model using Scikit-Learn to forecast customer behavior and support strategic business decisions.
Design interactive business intelligence dashboards following Power BI standards to make complex data accessible to stakeholders.
Enhance decision-making by applying the Koenig Original analytics lifecycle to drive data-driven strategies for your organization.

Skills You'll Gain

Data Collection Data Preprocessing Excel Analytics SQL Queries Data Cleaning Statistical Analysis Data Visualization Business Intelligence Power BI Dashboards Python Pandas Predictive Modeling Regression Analysis Hypothesis Testing Data Mining ETL Processes Machine Learning Basics

Prerequisites

Recommended knowledge before taking this course
  • Basic arithmetic and logical operators are required to master the fundamentals of data analysis in the 'Getting Started with Data and Business Analytics' course by Koenig Original.
  • Familiarity with MS Excel 2019/365, including proficiency in VLOOKUP or Pivot Tables, is required to efficiently analyze data and create reports.
  • Access to a Windows-based PC with MS Excel 2019/365 installed is a mandatory technical requirement for completing the hands-on exercises in this introductory course.
  • Interest in problem-solving and business decision-making enhances engagement with the course material, enabling learners to apply analytics skills in real-world scenarios.
  • A general understanding of file management and Windows OS navigation is required to effectively utilize the data tools and platforms covered in the course.
  • Familiarity with basic descriptive statistics (mean, median, mode) provides a solid foundation for analyzing data patterns and making informed business decisions in this course.
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Certification Exam

Everything you need to know about the Business Analytics: EDA, Tableau & Predictive Models certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Not applicable
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What's Included in Your Training

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

Career Outcomes

72%

of Business Analytics: EDA, Tableau & Predictive Models certified professionals report career advancement within 6 months

Salary Impact

+15%

Average salary increase reported after obtaining the Business Analytics: EDA, Tableau & Predictive Models 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 Analyst
  • Business Analyst
  • Junior Data Scientist
  • Analytics Specialist
  • BI Analyst
  • Data Visualization Analyst

Companies Hiring

5,000+
Google Microsoft Amazon Accenture Deloitte IBM JPMorgan Chase Walmart Capgemini Infosys

and 5,000+ organizations worldwide seeking Business Analytics: EDA, Tableau & Predictive Models 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 Business Analytics: EDA, Tableau & Predictive Models training course

Is the certification exam included in the course fee for Getting Started with Data and Business Analytics?
No, the certification exam is not included in the fee for Getting Started with Data and Business Analytics by Koenig Original. Tuition starts at $1,150 USD; exam vouchers are optional add-ons. Total costs reach $28,359 INR when including mandatory lab access and GST.
What training formats are available for Getting Started with Data and Business Analytics, and is Guaranteed-to-Run scheduling offered?
Koenig Original offers live online, classroom, 1-on-1, and Flexi self-paced formats for Getting Started with Data and Business Analytics. All public live online batches are Guaranteed-to-Run. This 24-hour course spans 3 days, providing flexible scheduling options for busy working professionals.
How long is lab access provided, and what type of lab environment is used for this course?
Lab access for Getting Started with Data and Business Analytics lasts 30 days via the Koenig Original LET Platform. This cloud-based sandbox includes Excel, Python, R, Tableau, and Power BI, enabling hands-on practice in data preprocessing, visualization, and predictive modeling.
What is Koenig's rescheduling and cancellation policy for this course?
Koenig Original allows free rescheduling of Getting Started with Data and Business Analytics if requested 7 days before the start. Changes within 7 days incur a 50% fee. Per Terms of Service, sessions cannot be rescheduled more than once.
What is the format, number of questions, passing score, and time limit for the certification exam?
The Getting Started with Data and Business Analytics exam features 40–60 multiple-choice and case study questions. Candidates have 100 minutes to achieve a 700/1000 passing score. This proctored exam validates expertise in data collection, statistical analysis, and business intelligence tools.
How long is the certification valid, and what is the renewal process and cost?
The Getting Started with Data and Business Analytics certification remains valid for one year. Renewal requires a free, open-book assessment on the Koenig Original Learning Enhancement Tool six months before expiration. There is no renewal fee, preventing the need for full re-examination.
What post-training support does Koenig provide after completing the course?
Koenig Original provides 30 days of support, including lab access, recordings, and expert mentor availability. Students receive a certificate of completion and exam prep materials. The 100% Happiness Guarantee allows a free course retake if you are unsatisfied within 24 hours.
Are there any prerequisites or prior experience needed for this course?
There are no formal prerequisites for Getting Started with Data and Business Analytics, making it perfect for beginners. Basic Excel and statistics knowledge is helpful. This course empowers business analysts and IT professionals to master essential data-driven decision-making skills.
What career impact and salary increase can I expect after completing this course?
Graduates of Getting Started with Data and Business Analytics often secure roles like Junior Data Analyst, earning $65,000–$80,000 USD annually. Certification boosts employability, with 78% of learners reporting significantly higher job readiness and confidence in handling complex data projects.
How does instructor-led training compare to self-study for this course?
Instructor-led training for Getting Started with Data and Business Analytics provides real-time interaction and expert mentorship, unlike self-study. With 24 hours of live instruction and hands-on labs, students achieve better skill retention and faster mastery of complex data analytics concepts.
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