GCP Big Data: BigQuery, Dataflow & Dataproc
The "Big Data with Google Cloud" course by Koenig Original equips data engineers and cloud analysts with hands-on skills to design and manage scalable data processing systems using BigQuery, Dataflow, and Dataproc. It solves the critical industry challenge of transforming raw data into actionable insights, addressing a market where over 2 million professionals now leverage Google Cloud for real-time analytics.
This training prepares learners for the Professional Data Engineer certification from Google Cloud, featuring Koenig’s Guaranteed-to-Run scheduling for flexible, assured enrollment. Graduates gain the expertise to build secure, high-performance data pipelines, positioning them for advanced roles in data-driven enterprises.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
The Big Data with Google Cloud course by Koenig Original is designed for data engineers, data analysts, and solutions architects aiming to master large-scale data processing on Google Cloud Platform (GCP). This comprehensive training aligns with the Google Cloud Professional Data Engineer certification exam, preparing professionals to design and manage robust data pipelines. With over 75% of Fortune 500 companies adopting GCP for data analytics, including industry leaders like Spotify and PayPal, the demand for certified professionals continues to grow rapidly. The course is ideal for individuals seeking to advance in roles such as Big Data Engineer, Data Platform Architect, or Cloud Data Analyst.
Participants gain hands-on experience with core GCP services including BigQuery, Cloud Dataflow, Cloud Dataproc, Cloud Pub/Sub, and BigLake. The lab environment is delivered through the Google Cloud Console, where students configure and deploy real-world data solutions. In structured, interactive labs, learners build and operationalize end-to-end data pipelines, including a capstone project that ingests streaming data from Pub/Sub, processes it using Dataflow, and stores it in BigQuery for analytics. These labs emphasize automation, fault tolerance, and cost optimization, mirroring actual enterprise workflows.
This course prepares learners for the Google Cloud Professional Data Engineer certification, one of the highest-paying credentials in cloud computing, with certified professionals earning an average of $148,000 annually. Koenig Original differentiates itself with Guaranteed-to-Run scheduling and 1-on-1 training options, ensuring personalized learning and exam readiness. Upon completion, graduates are equipped to lead data infrastructure projects, drive data-driven decision-making, and pursue advanced roles in data engineering and machine learning on the Google Cloud ecosystem.
Skills You'll Gain
Prerequisites
- This course is designed for data professionals and cloud architects aiming to align their skills with the Professional Data Engineer certification track.
- Completion of the Google Cloud Fundamentals: Big Data and Machine Learning course or equivalent experience is recommended to build a solid foundation.
- Basic proficiency in SQL for querying datasets is essential for effective data analysis and management.
- Experience with ETL (Extract, Transform, Load) processes and data modeling helps streamline data workflows and prepare data for analysis in Google Cloud environments.
- Familiarity with Python for application development and data processing enhances your ability to implement solutions.
- Understanding streaming data concepts and tools such as Pub/Sub and Dataflow is crucial for real-time data processing in Google Cloud projects.
- Knowledge of statistical analysis and machine learning workflows enables you to derive actionable insights from large datasets.
Certification Exam
Everything you need to know about the GCP Big Data: BigQuery, Dataflow & Dataproc certification exam
Course Curriculum
Structured learning with hands-on labs and real-world scenarios
1
Day 1– Master Big Data with Google Cloud Fundamentals
2
Day 2– Advanced Data Engineering with BigQuery
3
Day 3– Real-time Streaming with Cloud Dataflow
4
Day 4– Managed Data Processing via Dataproc
5
Day 5– Machine Learning and Automated Pipelines
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Career Outcomes
of GCP Big Data: BigQuery, Dataflow & Dataproc certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the GCP Big Data: BigQuery, Dataflow & Dataproc certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- Big Data Engineer
- Google Cloud Data Engineer
- Data Platform Engineer
- Big Data Architect
- Cloud Data Consultant
- Analytics Engineer
Companies Hiring
and 5,000+ organizations worldwide seeking GCP Big Data: BigQuery, Dataflow & Dataproc certified professionals
Course Student Reviews
Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.
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★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
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.”
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.”
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.”
AZ-305 Expert ✓ Verified -
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“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.”
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.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified
-
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
Frequently Asked Questions
Everything you need to know about the GCP Big Data: BigQuery, Dataflow & Dataproc training course
Is the Google Cloud certification exam included in the Big Data with Google Cloud training, and what is the exam fee if separate?
What training formats are available for Big Data with Google Cloud at Koenig, and is there a Guaranteed-to-Run option?
How long is lab access provided, and what type of lab environment is used for Big Data with Google Cloud training?
What is Koenig's rescheduling and cancellation policy for the Big Data with Google Cloud course?
What is the format, number of questions, passing score, and time limit for the Google Cloud Professional Data Engineer exam?
How long is the Google Cloud Professional Data Engineer certification valid, and what is the renewal process and cost?
What post-training support does Koenig provide after completing the Big Data with Google Cloud course?
What are the prerequisites or recommended experience needed for the Big Data with Google Cloud course?
What is the salary impact and career outlook for professionals who complete the Big Data with Google Cloud training and earn the certification?
How does Koenig's Big Data with Google Cloud training compare to self-study in terms of effectiveness and success rate?
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