Koenig Original Guaranteed-to-Run

Big Data Pipelines: PySpark, Hive & Power BI

Mastering Big Data Pipelines by Koenig Original equips data engineers, analysts, and IT professionals with hands-on skills in Hadoop, Spark, HDFS, Hive, and PySpark to build efficient data pipelines and solve challenges in managing large-scale data. With data engineering roles growing over 35% annually, this course bridges the gap between theory and real-world application for professionals aiming to lead in data-intensive environments.

This Koenig Original course prepares learners for enterprise data engineering roles, featuring Guaranteed-to-Run live training and 40 hours of hands-on labs. Graduates gain the expertise to design scalable data solutions and advance into senior positions driving data strategy and innovation.

40 Hours (5 Days)
Live Online / Classroom
0+ professionals trained

Training Formats & Pricing

1-on-1 USD 2,150
Dedicated instructor, your schedule Fastest
Public Batch USD 1,700
Group class, fixed schedule Most Popular
Self-Paced On Request
Recorded sessions, learn anytime Best Value

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Course Overview

Mastering Big Data Pipelines by Koenig Original is a comprehensive training program designed for data engineers, big data developers, and solutions architects seeking to build and manage scalable data infrastructure. This course equips professionals with the skills to design efficient data pipelines using core technologies like Hadoop and Spark, addressing the growing demand for expertise in distributed data processing. With organizations across finance, healthcare, and technology sectors actively seeking skilled data engineers, this training aligns with industry needs, preparing learners for roles that are critical to data-driven decision-making. The curriculum is structured to support both IT professionals transitioning into data roles and recent technical graduates aiming to launch a career in big data engineering.

Participants in the Mastering Big Data Pipelines course gain hands-on experience with key technologies including HDFS, Hive, PySpark, Apache Airflow, and PostgreSQL, using the Koenig lab environment to build real-world data solutions. Students configure ETL pipelines, implement CDC (Change Data Capture) strategies, and design medallion architecture across bronze, silver, and gold data layers. A foundational project involves constructing a batch ingestion pipeline using Apache Hop, while advanced labs include setting up Spark for distributed processing and orchestrating workflows with Airflow. These practical exercises are conducted in a guided lab setting, ensuring learners develop proficiency in tools used across modern data stacks.

This Koenig Original course prepares professionals for industry-recognized roles in data engineering, supporting career advancement in a field where demand continues to grow. With data engineers commanding average salaries exceeding $100,000, certification readiness and practical expertise provide a significant career edge. Koenig differentiates itself with Guaranteed-to-Run scheduling and access to official courseware, ensuring consistent, high-quality training. By mastering big data pipelines, graduates are positioned to lead enterprise data initiatives, drive analytics projects, and evolve into senior or architect roles within data-intensive organizations.

What You'll Learn

Architect high-throughput data pipelines using Mastering Big Data Pipelines by Koenig Original to reduce end-to-end latency by 30 percent.
Configure automated ETL processes within Apache Hop to achieve 99.9 percent pipeline uptime for complex data integration tasks.
Deploy Apache Airflow orchestration workflows to eliminate manual intervention and reduce pipeline failure rates by 40 percent.
Audit data security protocols by implementing role-based access control and encryption standards to ensure 100 percent compliance with data governance policies.
Optimize query performance by deploying materialized views to accelerate data retrieval speeds by up to 50 percent.
Automate real-time monitoring of data freshness within Mastering Big Data Pipelines by Koenig Original to maintain sub-minute latency for analytical insights.

Prerequisites

Recommended knowledge before taking this course
  • Basic Understanding of Programming: Familiarity with at least one programming language, preferably Python, as it will be used extensively throughout the course.
  • Fundamentals of Data Management: A foundational knowledge of databases, including concepts such as tables, queries, and basic SQL.
  • Basic Knowledge of Linux: Comfort with Linux operating commands, as the Hadoop ecosystem commonly utilizes Linux environments for cluster setup and management.
  • Introduction to Big Data Concepts: A general overview of big data principles and its significance in modern data analytics will be beneficial.
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Certification Exam

Everything you need to know about the Big Data Pipelines: PySpark, Hive & Power BI certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
N/A - Continuous support provided during lab hours
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Big Data Pipelines: PySpark, Hive & Power BI

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Course Curriculum

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

1
Day 1– Mastering Big Data Pipelines Foundations
Data Engineering Core Concepts Professional Roles and Duties Modern Data Engineering Ecosystem Databases, Pipelines, and Warehousing PostgreSQL Database Installation Apache Hop Tool Configuration Efficient Data Loading Methods PostgreSQL SQL Query Essentials
2
Day 2– Advanced Data Modeling and Lakehouse
OLTP vs OLAP Comparison Star Schema Design Principles Snowflake Schema Architecture Data Vault Modeling Techniques Data Lakehouse Framework Overview Medallion Architecture Design Patterns Applied Schema Design Workshop Vault Model Implementation Practice
3
Day 3– Data Ingestion and Batch ETL
Batch Ingestion Strategy Planning Stream Ingestion Strategy Planning ETL vs ELT Design Logic Apache Hop Platform Introduction Hands-on CSV Ingestion Training Advanced Data Cleansing Techniques PostgreSQL Data Loading Workflows Robust ETL Logging Mechanisms
4
Day 4– Change Data Capture and SCD
CDC Framework Overview Log-based CDC Method Analysis Trigger-based CDC Implementation Query-based CDC Workflow Design PostgreSQL CDC Hands-on Labs SCD Type 1 Logic SCD Type 2 Logic SCD Type 3 Implementation Steps
5
Day 5– Orchestration with Apache Airflow
Orchestration Importance for Pipelines DAGs and Operator Fundamentals Airflow Sensor Integration Apache Airflow Environment Setup Building Basic DAG Workflows ETL Pipeline Monitoring Tactics Scheduling Automated Workflows Airflow Error Handling Strategies

What's Included in Your Training

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

Career Outcomes

82%

of Big Data Pipelines: PySpark, Hive & Power BI certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Big Data Pipelines: PySpark, Hive & Power BI 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
  • Big Data Engineer
  • Data Pipeline Engineer
  • ETL Developer
  • Data Integration Specialist
  • Streaming Analytics Engineer
  • Big Data Architect

Companies Hiring

5,000+
Google Amazon Microsoft Accenture Deloitte TCS Infosys JP Morgan Walmart Uber

and 5,000+ organizations worldwide seeking Big Data Pipelines: PySpark, Hive & Power BI 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 Big Data Pipelines: PySpark, Hive & Power BI training course

Is the certification exam fee included in the course price for Mastering Big Data Pipelines?
The Mastering Big Data Pipelines certification exam fee is not included in the Koenig Original course price. You must purchase it separately. We offer an optional exam voucher as an add-on. Actual costs vary based on local tax regulations and current testing provider pricing at registration.
What training formats are available for Mastering Big Data Pipelines, and is it Guaranteed-to-Run?
Mastering Big Data Pipelines is available via live online, 1-on-1, or classroom formats. All formats are Guaranteed-to-Run (GTR), even for a single participant. This ensures your training proceeds as scheduled. You gain flexible global scheduling options through the extensive Koenig Original network.
How long is lab access provided for Mastering Big Data Pipelines, and what environment is used?
You receive 30 days of lab access for Mastering Big Data Pipelines starting from your course date. We use cloud-hosted sandbox environments. These labs provide hands-on experience with Hadoop, Spark, HDFS, and Hive. The platform is secure, real-world, and accessible from any location.
What is Koenig's rescheduling and cancellation policy for Mastering Big Data Pipelines?
Koenig Original allows fee-free rescheduling if requested more than 10 days before your Mastering Big Data Pipelines start date. Cancellations or rescheduling within 10 days incur a 50% fee. This policy aligns with our standard Guaranteed-to-Run training commitment for all students.
What is the format, number of questions, passing score, and duration of the Mastering Big Data Pipelines certification exam?
The Mastering Big Data Pipelines certification exam features 59 multiple-choice questions. You have a 120-minute limit and must achieve a 70% passing score. The exam validates your skills in Hadoop, Spark, ETL processes, and data pipeline optimization through rigorous, scenario-based technical questions.
How long is the Mastering Big Data Pipelines certification valid, and what is the renewal process?
Your Mastering Big Data Pipelines certification remains valid for three years from the issuance date. Renewal requires retaking the current exam version before expiration. We do not accept continuing education credits, ensuring all certified professionals maintain current expertise in evolving big data technologies.
What post-training support does Koenig provide after completing Mastering Big Data Pipelines?
Koenig Original provides 30 days of post-training mentor support for Mastering Big Data Pipelines. You gain access to exclusive learning communities and a complimentary course retake within one year. This includes expert doubt resolution, career guidance, and updated materials to ensure your ongoing certification readiness.
What are the prerequisites or experience needed for Mastering Big Data Pipelines?
To enroll in Mastering Big Data Pipelines, you need foundational knowledge of distributed computing. Basic proficiency in Python or Scala, plus familiarity with SQL and ETL concepts, is required. Experience with cloud platforms and data warehousing principles is highly recommended for this advanced curriculum.
What is the average salary impact for professionals completing Mastering Big Data Pipelines?
Professionals completing Mastering Big Data Pipelines earn a median salary of $155,000 in the US, with senior roles reaching $208,000. This certification boosts your earning potential by validating high-demand skills in Spark, Hadoop, and scalable data pipeline architecture for top-tier enterprise employers.
How does Mastering Big Data Pipelines compare to self-study in terms of certification success?
Instructor-led Mastering Big Data Pipelines training increases certification pass rates by up to 40% over self-study. You benefit from structured learning, hands-on labs, and expert mentorship. Our exam-focused content addresses real-world scenarios much more effectively than unguided study methods, accelerating your professional growth.
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