Google Cloud Big Data and Machine Learning Fundamentals Training in Finland

  • Learn via: Classroom
  • Duration: 1 Day
  • Level: Intermediate
  • Price: From €1,430+VAT

This course introduces the fundamentals of Google Cloud's big data and machine learning solutions. It focuses on the data-to-AI lifecycle, showcasing how to use Google Cloud's infrastructure to design and implement data pipelines and build machine learning models. Learners will explore tools like BigQuery, Dataflow, Pub/Sub, Vertex AI, and AutoML, gaining hands-on experience through labs and real-world scenarios.

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We can host this training at your preferred location.

Prerequisites

To fully benefit from this course, learners should have:

  • A basic understanding of database query languages such as SQL.
  • Familiarity with data engineering workflows, including extract, transform, load (ETL) processes.
  • A conceptual grasp of machine learning models, particularly supervised and unsupervised learning.

Target Audience

This course is designed for:

  • Data analysts, data scientists, and business analysts beginning their journey with Google Cloud.
  • Individuals responsible for data processing pipeline design, machine learning model development, and data visualization.
  • Executives and IT decision-makers evaluating Google Cloud's big data and AI capabilities.
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What You Will Learn

By the end of this course, participants will be able to:

  • Identify the data-to-AI lifecycle and major big data and machine learning products in Google Cloud.
  • Design streaming data pipelines using Dataflow and Pub/Sub.
  • Analyse large datasets at scale with BigQuery and create machine learning models using BigQuery ML.
  • Explore various machine learning solutions on Google Cloud and implement workflows using Vertex AI and AutoML.
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Outline

Module One: Introduction to big data and machine learning on Google Cloud

  • Overview of Google Cloud's infrastructure and data-to-AI lifecycle.
  • Key products supporting big data and AI.
  • Activities:
    • Lab: Exploring a BigQuery Public Dataset.
    • Quiz.

Module Two: Data engineering for streaming data

  • Managing streaming data with Pub/Sub and Dataflow.
  • Creating data visualizations with Looker and Data Studio.
  • Activities:
    • Lab: Building a streaming data pipeline for real-time dashboard creation.
    • Quiz.

Module Three: Big data analysis with BigQuery

  • BigQuery essentials for large-scale data storage and processing.
  • Introduction to BigQuery ML for custom machine learning models.
  • Activities:
    • Lab: Predicting visitor purchases using BigQuery ML.
    • Quiz.

Module Four: Machine learning options on Google Cloud

  • Overview of machine learning solutions available on Google Cloud.
  • Introduction to Vertex AI for unified ML project management.
  • Activities:
    • Quiz.

Module Five: Machine learning workflow with Vertex AI

  • Understanding the stages of a machine learning workflow: data preparation, model training, and deployment.
  • Practical application using Vertex AI and AutoML.
  • Activities:
    • Lab: Predicting loan risk using AutoML with Vertex AI.
    • Quiz.

Module Six: Course summary and additional resources

  • Review of key concepts and tools.
  • Guidance for continued learning in Google Cloud's big data and machine learning offerings.

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

Avaible Training Dates

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

02 maaliskuuta 2025 (1 Day)
Helsinki, Espoo
Classroom / Virtual Classroom
€1,430 +VAT
10 maaliskuuta 2025 (1 Day)
Helsinki, Espoo
Classroom / Virtual Classroom
€1,430 +VAT
11 huhtikuuta 2025 (1 Day)
Helsinki, Espoo
Classroom / Virtual Classroom
€1,430 +VAT
11 kesäkuuta 2025 (1 Day)
Helsinki, Espoo
Classroom / Virtual Classroom
€1,430 +VAT
22 kesäkuuta 2025 (1 Day)
Helsinki, Espoo
Classroom / Virtual Classroom
€1,430 +VAT
08 heinäkuuta 2025 (1 Day)
Helsinki, Espoo
Classroom / Virtual Classroom
€1,430 +VAT
13 elokuuta 2025 (1 Day)
Helsinki, Espoo
Classroom / Virtual Classroom
€1,430 +VAT
18 elokuuta 2025 (1 Day)
Helsinki, Espoo
Classroom / Virtual Classroom
€1,430 +VAT

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Google Cloud Big Data and Machine Learning Fundamentals Training Course in Finland

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Take advantage of our diverse IT course offerings, spanning programming, software development, business skills, data science, cybersecurity, cloud computing and virtualization. Our knowledgeable instructors will provide you with practical training and industry insights, delivered directly to your chosen venue in Finland.
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