Build Data Lakes and Data Warehouses on Google Cloud Training in Finland

  • Delivery Method: Online Instructor-Led / Classroom Based / Onsite
  • Participation Model: Public Training / Private / In-House Training
  • Duration: 1 Day
  • Level: Intermediate
  • Price: From €1,400 +TAX
  • Upcoming Date:
  • UK & Finland Based Global Training Provider

The two key components of any data pipeline are data lakes and warehouses. This course highlights use-cases for each type of storage and dives into the available data lake and warehouse solutions on Google Cloud in technical detail. Also, this course describes the role of a data engineer, the benefits of a successful data pipeline to business operations, and examines why data engineering should be done in a cloud environment.

This is the first course of the Data Engineering on Google Cloud series. After completing this course, enroll in the Building Batch Data Pipelines on Google Cloud course.



Prerequisites


Training Outline

Introduction to Data Engineering

This module discusses the role of data engineering and motivates the claim why data engineering should be done in the Cloud

  • Module introduction
  • The role of a data engineer
  • Data engineering challenges
  • Introduction to BigQuery
  • Data lakes and data warehouses
  • Transactional databases versus data warehouses
  • Partner effectively with other data teams
  • Manage data access and governance
  • Demo: Finding PII in your dataset with the DLP API
  • Build production-ready pipelines
  • Google Cloud customer case study
  • Lab Intro: Using BigQuery to do Analysis
  • LAB: Using BigQuery to do Analysis: In this lab, you analyze 2 different public datasets, run queries on them, separately and then combined, to derive interesting insights.
  • QUIZ

Building a Data Lake

In this module, we describe what data lake is and how to use Cloud Storage as your data lake on Google Cloud.

  • Module Introduction
  • Introduction to data lakes
  • Data storage and ETL options on Google Cloud
  • Build a data lake using Cloud Storage
  • Secure Cloud Storage
  • Store all sorts of data types
  • Cloud SQL as a relational data lake
  • Lab Intro: Loading Taxi Data into Google Cloud SQL
  • LAB: Loading Taxi Data into Google Cloud SQL 2.5:In this lab you will import data from CSV text files into Cloud SQL and then carry out some basic data analysis using simple queries.
  • QUIZ

Building a Data Warehouse

In this module, we talk about BigQuery as a data warehousing option on Google Cloud

  • Module Introduction
  • The modern data warehouse
  • Introduction to BigQuery
  • Demo: Querying TB of data in seconds
  • Get started with BigQuery
  • Load data into BigQuery
  • Lab Intro: Loading Data into BigQuery
  • LAB: Loading data into BigQuery: This lab focuses on how to ingest data into tables inside of BigQuery.
  • Explore schemas
  • Demo: Exploring Schemas
  • Schema design
  • Nested and repeated fields
  • Demo: Nested and repeated fields
  • Design the optimal schema for BigQuery
  • Lab Intro: Working with JSON and Array data in BigQuery
  • LAB: Working with JSON and Array data in BigQuery 2.5: In this lab you will work with semi-structured data (ingesting JSON, Array data types) inside of BigQuery. You will practice loading, querying, troubleshooting, and unnesting various semi-structured datasets.
  • Optimize with partitioning and clustering
  • Lab Intro: Partitioned Tables in BigQuery
  • LAB: Partitioned Tables in Google BigQuery:This lab focuses on how to query partitioned datasets and how to create your own dataset partitions to improve query performance, which reduces cost.
  • Review
  • QUIZ

Why Choose Us

Experience Build Data Lakes and Data Warehouses on Google Cloud in Finland through Bilginç IT Academy's live and interactive virtual classroom environment. Join a Public course as an individual delegate or arrange a dedicated Private / In-house online training program exclusively for your organization.

  • Delivery Method: Online Instructor-Led
  • Participation Model: Public / Private (In-house)
  • Live and Interactive Training: Connect with your instructor in real time and actively participate through discussions, Q&A sessions, practical exercises, and group activities.
  • Flexible Participation: Join the training from your home, office, or any location with a suitable internet connection.
  • Expert Trainer Network: Learn from experienced trainers with strong industry backgrounds and practical field expertise.
  • Over 30 Years of Training Expertise: Benefit from Bilginç IT Academy's professional training experience since 1995.
  • Worldwide Access: Join our live virtual classrooms from Finland or anywhere else in the world, or arrange a dedicated online training program for your organization.

Experience Build Data Lakes and Data Warehouses on Google Cloud through face-to-face Classroom Based training in Finland. Training can be delivered as a Public course open to individual delegates or as a dedicated Private / In-house class for your organization.

  • Delivery Method: Classroom Based
  • Participation Model: Public / Private (In-house)
  • Face-to-Face Learning: Interact directly with your instructor and fellow delegates in an engaging classroom environment.
  • Experienced Trainers: Learn from specialists with extensive industry experience and practical real-world knowledge.
  • Professional Training Environment: Attend training in comfortable, well-equipped classrooms designed to support effective learning.
  • Practical Learning: Depending on the course, reinforce your knowledge through hands-on exercises, scenarios, case studies, and instructor-led activities.

Arrange Build Data Lakes and Data Warehouses on Google Cloud in Finland as a dedicated Onsite training program for your organization. Bilginç IT Academy trainers can deliver the training at your office or another location of your choice, with the program planned around your team's requirements and business objectives.

  • Delivery Method: Onsite
  • Participation Model: Private (In-house)
  • Training at Your Preferred Location: Organize the training at your company's office or another location selected by your organization.
  • Tailored Course Content: Adapt the training program to your projects, team structure, existing skill levels, and specific business requirements.
  • Team-Focused Learning: Develop your team around a shared knowledge base while strengthening internal collaboration and knowledge transfer.
  • Flexible Scheduling: Plan the training dates, location, and program according to your organization's operational requirements.
  • Worldwide Onsite Delivery: Arrange the training in Finland or at another preferred location worldwide. Bilginç IT Academy trainers can travel to your selected location to deliver the dedicated training program.


Contact us for more detail about our trainings and for all other enquiries!

Build Data Lakes and Data Warehouses on Google Cloud Training Course in Finland Schedule

Join our public courses in our Finland facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

We can organize this training at your preferred date and location.
06 lokakuuta 2026 (1 Day)
Helsinki, Espoo, Tampere
€1,400 +TAX
16 lokakuuta 2026 (1 Day)
Helsinki, Espoo, Tampere
€1,400 +TAX
18 lokakuuta 2026 (1 Day)
Helsinki, Espoo, Tampere
€1,400 +TAX
05 marraskuuta 2026 (1 Day)
Helsinki, Espoo, Tampere
€1,400 +TAX
12 marraskuuta 2026 (1 Day)
Helsinki, Espoo, Tampere
€1,400 +TAX
18 marraskuuta 2026 (1 Day)
Helsinki, Espoo, Tampere
€1,400 +TAX

Finland is globally recognized as a leader in education and high-tech innovation, particularly in the fields of mobile telecommunications and software engineering. Helsinki, Espoo, and Tampere form a powerful tech triangle, supported by the research excellence of Aalto University and a long history of pioneering technology. The Finnish tech culture is built on a foundation of early digital adoption, making it a world leader in IoT, cybersecurity, and gaming technology. Our IT training programs in Finland are designed for a workforce that demands the highest technical standards and precision. We focus on delivering advanced certifications in Network Security, Software Architecture, and Cloud Native development, ensuring that Finland continues to set the benchmark for technological sophistication in the Nordic region.

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