Dell EMC Guaranteed-to-Run

Data Science and Big Data Analytics v2 Intermediate

The Dell EMC Data Science and Big Data Analytics v2 course equips data analysts, BI professionals, and recent graduates with practical skills to immediately contribute to analytics projects, solving the industry-wide gap where 60% of organizations report difficulty finding talent with applied data science skills. It covers the full data analytics lifecycle, Hadoop ecosystem tools, and advanced methods like machine learning and text analysis, enabling professionals to extract insights from large datasets effectively.

This course prepares learners for the DEA-7TT2 Associate - Data Science and Big Data Analytics v2 certification, validating foundational data science expertise. Koenig offers official vendor-authorized courseware and 30-day lab access, ensuring hands-on mastery. Graduates gain the confidence to lead analytics initiatives and advance into data scientist roles within proven professional career paths.

40 Hours (5 Days)
Live Online / Classroom
1+ 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 USD 199
Recorded sessions, learn anytime Best Value

100% Happiness Guarantee · Free Rescheduling · Secure Payment

Course Overview

The Dell EMC Data Science and Big Data Analytics v2 course is designed for data professionals seeking foundational skills in analytics and big data technologies, preparing them for the DEA-7TT2 Associate - Data Science and Big Data Analytics v2 Exam. This comprehensive program targets aspiring Data Scientists, Data Analysts, and Database Professionals aiming to transition into data-driven roles. With 90% of Fortune 1000 companies investing in big data analytics, this course equips learners with in-demand capabilities to solve real-world business challenges using the data analytics lifecycle. Participants gain practical experience applicable across industries leveraging data science for strategic decision-making.

Students engage with key technologies including Hadoop, MapReduce, Hive, Pig, Spark, and R with RStudio, applying them within a technology-neutral lab environment that simulates real-world scenarios. Through hands-on labs, learners configure Hadoop clusters, perform in-database analytics using SQL and MADlib, and build statistical models using R. A capstone lab challenges students to analyze large datasets, applying techniques like K-means clustering, logistic regression, and text analytics to derive actionable insights. These exercises reinforce the full data analytics lifecycle—from discovery and data preparation to model building and operationalization—ensuring readiness for complex analytics projects.

This course prepares candidates for the Dell EMC Proven Professional – Data Science Associate credential, a recognized certification validating practical data science skills. Certified professionals are positioned for roles with median total compensation reaching $152,173 annually at Dell Technologies. Koenig Solutions enhances learning outcomes with Guaranteed-to-Run sessions and official courseware, ensuring structured, instructor-led training. Graduates gain the expertise to immediately contribute to analytics teams, driving data-informed strategies and advancing toward specialist-level data science careers.

What You'll Learn

Manage data analytics projects effectively using the Dell EMC Data Analytics Lifecycle, a comprehensive framework for successful data science initiatives. Implement advanced analytics techniques with R programming and RStudio in Dell EMC labs, enabling deeper insights and smarter decisions. Configure Hadoop ecosystem components such as HDFS, Pig, Hive, and Spark to handle large-scale data processing efficiently. Build accurate predictive models using linear and logistic regression methods in Dell EMC labs, enhancing forecasting capabilities. Apply text analytics and Naïve Bayes classification techniques within Dell EMC workflows to extract valuable insights from unstructured data. Optimize in-database analytics by leveraging SQL and MADlib in Dell EMC environments, reducing data movement and boosting performance. This course empowers data professionals to lead analytics projects confidently, transforming raw data into actionable intelligence and gaining a competitive edge in the data-driven world. Over 10,000 professionals have trusted Dell EMC for their data science training since 2015.

Skills You'll Gain

Data Analytics Lifecycle Big Data Characteristics R Programming Hypothesis Testing Statistical Measures Data Visualization K-means Clustering Association Rules Linear Regression Logistic Regression Naïve Bayesian Classifiers Decision Trees Time Series Analysis Text Analytics MapReduce Framework Hadoop Ecosystem MADlib Analytics

Prerequisites

Recommended knowledge before taking this course
  • A strong quantitative background with a solid understanding of basic statistics, equivalent to a Statistics 101 course, is essential for mastering Data Science and Big Data Analytics v2 by Dell EMC.
  • Proficiency in scripting languages such as Python, R, Java, or Perl helps you efficiently analyze large datasets and develop data-driven solutions.
  • Hands-on experience with SQL for data querying and manipulation enables you to extract insights from complex data structures.
  • Familiarity with core data analytics concepts and methods ensures you can apply the right techniques to solve real-world problems.
  • A basic understanding of the data analytics lifecycle allows you to manage data projects from start to finish effectively.
  • Experience using R with RStudio for statistical analysis and visualization enhances your ability to interpret data and communicate findings clearly.
  • Completing this course equips you with the skills to turn raw data into actionable insights, boosting your career in data science.
  • Dell EMC’s Data Science and Big Data Analytics v2 is designed for professionals aiming to leverage data for strategic advantage, with a comprehensive, hands-on curriculum.
Corporate Training
Get a Corporate Quote

Volume discounts · Dedicated account manager · Custom scheduling

Certification Exam

Everything you need to know about the Data Science and Big Data Analytics v2 certification exam

Exam Details
Exam Name
Data Science and Big Data Analytics v2
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Candidates must wait 7 days between attempts. Unlimited retakes are permitted, though each attempt requires a new registration and $200 fee payment.
Let's Talk

Request for more information

Data Science and Big Data Analytics v2

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– Mastering Data Science and Big Data Analytics v2
Core Big Data Characteristics Driving Business Value Analytics Data Scientist Professional Role Data Analytics Lifecycle Framework Lab: Lab Environment Setup
2
Day 2– Dell EMC Data Analytics Lifecycle
Project Discovery Phase Data Preparation Techniques Strategic Model Planning Iterative Model Building Communicating Analytical Results Operationalizing Predictive Models
3
Day 3– R Programming for Data Analytics
Fundamentals of R Programming R Studio Practical Demo Data Exploration and Analysis Statistics for Model Development Rigorous Hypothesis Testing Lab: R Programming Foundations Lab: Statistics and Visualization
4
Day 4– Advanced Analytics Methods Certification
K-Means Clustering Algorithms Association Rules Diagnostics Linear Regression Business Cases Logistic Regression Diagnostics Text Analytics Methodologies Naïve Bayes Algorithm Implementation Decision Trees Use Cases Time-Series Analysis Diagnostics Lab: K-Means Clustering Lab: Association Rules Analysis Lab: Linear Regression Models Lab: Text Analytics and Bayes
5
Day 5– Advanced Technology and Big Data Tools
MapReduce Processing Overview Hadoop Ecosystem Architecture HDFS, Pig, Hive, Spark Lab: Hadoop and Spark In-Database SQL Analytics Advanced SQL with MADlib Lab: In-Database Analytics Data Visualization Best Practices Preparing Professional Presentations Final Lab: Analytics Challenge

What's Included in Your Training

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

Career Outcomes

78%

of Data Science and Big Data Analytics v2 certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Data Science and Big Data Analytics v2 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
  • Big Data Engineer
  • Data Analytics Specialist
  • Big Data Analyst
  • Machine Learning Engineer
  • Data Architect

Companies Hiring

5,000+
Google Amazon Microsoft Accenture Deloitte IBM JP Morgan Chase Goldman Sachs Capgemini Oracle

and 5,000+ organizations worldwide seeking Data Science and Big Data Analytics v2 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 Data Science and Big Data Analytics v2 training course

Is the Dell EMC Data Science and Big Data Analytics v2 certification exam fee included in my Koenig course enrollment?
No, the exam fee is separate from your training investment. You must purchase the DEA-7TT2 exam voucher for $230 USD. Schedule your exam via Pearson VUE to earn your official Dell EMC Proven Professional – Data Science Associate certification.
What flexible delivery options does Koenig provide for the Data Science and Big Data Analytics v2 course, and is it Guaranteed-to-Run?
Koenig offers live online, private one-on-one, and classroom sessions. Our Guaranteed-to-Run policy ensures your training proceeds as scheduled regardless of enrollment size. This allows you to plan your professional development with certainty and receive expert-led instruction without any unexpected training delays.
How long do I get lab access for the Data Science and Big Data Analytics v2 course, and what environment is used?
You receive 90 days of post-course lab access. Our cloud-based sandbox is pre-configured with R, Hadoop, and advanced analytics tools. This environment lets you master real-world data science workflows and big data techniques through secure, hands-on practice in a vendor-hosted setting.
What is the official rescheduling and cancellation policy for Koenig's Data Science and Big Data Analytics v2 training sessions?
Reschedule your training for free with 7 days' notice. Cancellations 15+ days prior incur no fee. Cancellations within 7–14 days incur a 25% charge, while those within 6 days incur a 50% fee. No-shows are subject to the full course fee.
What are the specific details regarding the format, duration, and passing requirements for the DEA-7TT2 certification exam?
The DEA-7TT2 exam features 60 multiple-choice questions to be finished in 90 minutes. You must achieve a 60% passing score. The exam validates your proficiency in the data analytics lifecycle, statistical modeling, R programming, and big data technologies via Pearson VUE.
How long does the Dell EMC Data Science and Big Data Analytics v2 certification remain valid, and how do I renew it?
Your DECA-DS certification has lifetime validity. Since the DEA-7TT2 exam was retired on February 2, 2024, the credential is no longer open to new applicants. Existing holders maintain their status, though no formal renewal path exists for this specific legacy version.
Does Koenig offer additional support after I complete the Data Science and Big Data Analytics v2 course?
Yes, you receive 90 days of expert mentorship, access to session recordings, and a dedicated support portal. We provide exam registration guidance and doubt-clearing sessions. You may also access discounted training retake options to further solidify your expertise and career readiness.
What prerequisites or experience levels are recommended before enrolling in the Data Science and Big Data Analytics v2 course?
We recommend foundational knowledge in statistics, R programming, and data management. Dell suggests 3–6 months of practical data analytics experience. While no formal certification is required, technical familiarity with the analytics lifecycle significantly improves your ability to master course concepts.
What is the potential career impact and typical salary for professionals who hold the Dell EMC Data Science and Big Data Analytics v2 certification?
This certification prepares you for roles like Data Scientist or Big Data Engineer. Certified professionals earn an average annual salary between $95,000 and $125,000 in the U.S., with higher pay common in enterprise environments demanding advanced, verified analytics expertise.
How does Koenig’s instructor-led training compare to self-study for the Dell EMC Data Science and Big Data Analytics v2 certification?
Koenig provides structured guidance, hands-on labs, and real-time support, which drastically improves your success. Statistics show 78% of guided learners pass on their first attempt, compared to only 47% of self-learners. Our expert mentorship ensures you master the exam's technical depth.
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