Koenig Original Guaranteed-to-Run

Apache Spark: Scala, DataFrames & Azure HDInsight

The Getting Started with Apache Spark, Scala and HDInsight course by Koenig Original equips data engineers and cloud developers with hands-on skills to process large-scale data using Spark on Azure HDInsight, solving the industry-wide challenge of inefficient big data workflows. With Apache Spark adoption growing by 30% annually among Fortune 500 companies, mastering this stack is critical for real-time analytics roles.

This Koenig Original course prepares learners for Microsoft’s Perform Data Engineering on Azure HDInsight (exam 70-775) certification, enhancing career pathways in data engineering. Benefit from Koenig’s Guaranteed-to-Run scheduling and 30-day lab access to master real-world scenarios, leading to roles with median salaries exceeding $120,000.

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

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1-on-1 USD 2,150
Dedicated instructor, your schedule Fastest
Public Batch USD 1,700
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Self-Paced On Request
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Course Overview

The "Getting Started with Apache Spark, Scala and HDInsight" course by Koenig Original is designed for data engineers, big data developers, and analytics professionals seeking to master distributed data processing using Apache Spark on Microsoft’s cloud-based HDInsight platform. This hands-on training introduces core concepts such as Spark's architecture, RDDs, DataFrames, Spark SQL, streaming, and machine learning with MLlib, all within the context of real-world big data workloads. Participants gain practical experience in configuring Spark clusters on HDInsight, writing Scala-based Spark applications, and optimizing job performance—skills directly aligned with enterprise demands. According to industry reports, over 80% of Fortune 500 companies now use Apache Spark for large-scale data processing, underscoring its critical role in modern data platforms.

Students engage with key technologies including Apache Spark, Scala, Azure HDInsight, Spark SQL, Spark Streaming, and MLlib within a cloud-based lab environment accessed through the Azure Portal. The course includes immersive labs where learners build end-to-end data pipelines, configure Spark clusters on HDInsight, submit jobs remotely using Livy, and develop machine learning models using Spark ML. A highlight project involves creating a structured streaming application that processes real-time sensor data, applies windowed transformations, and stores results in Parquet format for analytics. Using tools like IntelliJ IDEA for remote debugging and Jupyter notebooks for interactive analysis, participants gain proficiency in both development and operational aspects of Spark on Azure.

This course prepares professionals for roles requiring expertise in cloud-based big data processing and supports preparation for Microsoft Azure Data Engineer certifications, which are recognized globally for validating cloud data skills. Certified professionals report average salary increases of up to 25%, with senior data engineers earning between $120,000 and $160,000 annually in North America. Koenig Original enhances learning with its Guaranteed-to-Run policy and access to official courseware, ensuring consistent, high-quality training delivery. Upon completion, learners are equipped to design scalable Spark solutions on HDInsight, positioning them for advancement into cloud data engineering and analytics leadership roles.

What You'll Learn

✓Master Scala programming fundamentals for efficient data processing with the Getting Started with Apache Spark, Scala and HDInsight course by Koenig Solutions
✓Set up and configure Apache Spark environments seamlessly on Azure HDInsight with expert guidance from Koenig
✓Create and implement Spark RDD and DataFrame transformations using Koenig's proven methodologies for scalable data analytics
✓Design effective batch processing solutions leveraging Spark SQL on HDInsight to handle large datasets efficiently
✓Develop real-time analytics pipelines with Spark Streaming in Koenig labs, enabling immediate data insights
✓Enhance Spark job performance on Azure HDInsight clusters through optimization techniques taught in the Koenig course

Prerequisites

Recommended knowledge before taking this course
  • Basic knowledge of any programming language to grasp Spark and Scala concepts effectively
  • Familiarity with Java Development Kit (JDK) version 8, essential for working with Spark and HDInsight
  • Experience using an Integrated Development Environment (IDE) like IntelliJ IDEA or Eclipse to streamline coding and testing
  • Understanding of Apache Maven for managing dependencies and building projects in Spark environments
  • Fundamental knowledge of Apache Hadoop ecosystem components to leverage Spark on HDInsight
  • Familiarity with creating and configuring Azure HDInsight clusters to deploy big data solutions
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Certification Exam

Everything you need to know about the Apache Spark: Scala, DataFrames & Azure HDInsight certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
N/A
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Apache Spark: Scala, DataFrames & Azure HDInsight

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Course Curriculum

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

1
Day 1– Mastering Apache Spark and HDInsight
Big Data challenges and solutions Apache Spark architecture fundamentals Azure HDInsight cluster deployment Spark on YARN integration patterns Functional programming using Scala Scala Collections API best practices RDD distributed memory structures Spark transformations and actions
2
Day 2– Spark Core Data Processing
RDD partitioning and shuffling mechanics Fault tolerance via lineage tracking Caching and persistence optimization Broadcast variables and Accumulators DataFrames API data processing Schema inference and Row objects Spark SQL relational query execution Catalyst optimizer internal workflows
3
Day 3– Advanced Spark Programming Techniques
Datasets with compile-time typing RDD, DataFrame, Dataset interoperability Custom UDFs in Spark SQL Parquet file format performance Broadcast and Merge join strategies Job execution stages and tasks Spark Driver and Executor management Monitoring with Spark WebUI
4
Day 4– Streaming and Performance Tuning
Spark Streaming with DStreams Stateful and stateless stream processing Structured Streaming core fundamentals Window operations on data streams Advanced performance tuning techniques Memory and CPU optimization strategies Checkpointing for robust fault tolerance Serialization for processing efficiency
5
Day 5– Machine Learning and Real-time Analytics
MLlib and Spark ML overview Feature transformation with Transformers Building scalable ML pipelines Cross-validation and hyperparameter tuning Unsupervised learning with clustering Graph analytics using GraphX Vertex and edge operation methods Real-time analytics pipeline project

What's Included in Your Training

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

Career Outcomes

78%

of Apache Spark: Scala, DataFrames & Azure HDInsight certified professionals report career advancement within 6 months

Salary Impact

+22%

Average salary increase reported after obtaining the Apache Spark: Scala, DataFrames & Azure HDInsight 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 Engineer
  • Spark Developer
  • Azure HDInsight Specialist
  • Scala Developer
  • Distributed Systems Engineer

Companies Hiring

5,000+
Microsoft IBM Databricks Accenture Deloitte Capgemini SEGA Centrica National Australia Bank (NAB) Mojang Studios

and 5,000+ organizations worldwide seeking Apache Spark: Scala, DataFrames & Azure HDInsight 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.”

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    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

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  • ★★★★★

    “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.”

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    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.

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    Security Analyst

    SC-300 Certified ✓ Verified
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    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

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

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    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 Apache Spark: Scala, DataFrames & Azure HDInsight training course

Is the certification exam included in the course fee for Getting Started with Apache Spark, Scala and HDInsight?
The certification exam is not included in the base fee for Getting Started with Apache Spark, Scala and HDInsight from Koenig Original. This optional exam requires separate purchase. You can add vouchers during enrollment. The standard Microsoft Azure exam fee is approximately $165 USD for relevant certifications.
What training formats are available for this course, and is Guaranteed-to-Run scheduling offered?
Koenig Original provides live online, 1-on-1, classroom, and self-paced Flexi formats for Getting Started with Apache Spark, Scala and HDInsight. All formats feature Guaranteed-to-Run scheduling. This ensures your session proceeds as planned regardless of enrollment numbers. Book with confidence across 50+ global cities or via our secure virtual platforms.
How long is lab access provided, and what type of environment is used for hands-on practice?
You receive 30 days of lab access post-completion using a cloud-based sandbox. This environment integrates Azure HDInsight and Apache Spark for real-time analytics. This Koenig Original setup removes the need for local installations. It ensures secure, scalable practice aligned with Microsoft Azure big data infrastructure for maximum skill reinforcement.
What is Koenig's rescheduling and cancellation policy for this course?
Koenig Original allows free rescheduling with 7 days' notice. Requests within 7 days may incur a 50% fee. Cancellations made 7+ days before the start date qualify for a full refund. This policy supports individual flexibility while maintaining our Guaranteed-to-Run batch integrity for all other enrolled participants.
What is the format, duration, number of questions, and passing score of the associated certification exam?
The Microsoft Exam 70-775 features 40–60 questions, including case studies and performance tasks. It has a 150-minute duration and a 700/1000 passing score. This exam validates your ability to provision HDInsight clusters and implement batch, interactive, or real-time processing using the Spark and Hadoop ecosystems.
How long is the certification valid, and what is the renewal process and cost?
The MCSA: Data Engineering with Azure certification, including Exam 70-775, was retired in June 2021. No renewal is required. Candidates now pursue role-based certifications like DP-203 (Data Engineer Associate). This modern certification requires recertification every 12 months via free Microsoft Learn assessments at no additional cost.
What post-training support does Koenig provide after completing the course?
Koenig Original provides 30 days of post-training support. This includes mentor access, recorded sessions, revision classes, and continued lab access. You also receive official courseware and guidance on transitioning to current Microsoft Data Engineer certifications. This ensures sustained career readiness beyond the 40-hour instructor-led training program.
What are the prerequisites or prior experience needed for this course?
Participants should have basic programming and data concept knowledge before starting Getting Started with Apache Spark, Scala and HDInsight. No prior Scala or big data experience is mandatory. However, foundational scripting knowledge improves comprehension during this intensive 5-day, 40-hour hands-on curriculum provided by Koenig Original.
What salary increase or career opportunities can learners expect after completing this course?
Professionals skilled in Apache Spark and Azure HDInsight earn $95,000–$130,000 annually. Data engineers average $110,000 according to recent labor data. Completing this Koenig Original course builds core competencies for Big Data Developer or Cloud Data Engineer roles, significantly boosting your job placement and promotion potential.
How does instructor-led training compare to self-study for mastering Apache Spark and HDInsight?
Instructor-led training at Koenig Original offers expert feedback, real-time labs, and guaranteed schedules, accelerating mastery over self-study. While self-paced options cost less, our live format ensures deeper understanding of Spark, Scala, and HDInsight integration. This approach increases your certification success and practical deployment skills by up to 70%.

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