Smart Analytics, Machine Learning, and AI on Google Cloud Training in Switzerland

  • Learn via: Online Instructor-Led / Classroom Based / Onsite
  • Duration: 1 Day
  • Level: Intermediate
  • Price: From €1,365+VAT
  • Upcoming Date:
  • UK Based Global Training Provider

Incorporating machine learning into data pipelines increases the ability to extract insights from data. This course covers ways machine learning can be included in data pipelines on Google Cloud. For little to no customization, this course covers AutoML. For more tailored machine learning capabilities, this course introduces Notebooks and BigQuery machine learning (BigQuery ML). Also, this course covers how to productionalize machine learning solutions by using Vertex AI.

We can organize this training at your preferred date and location. Contact Us!

Training Outline

Introduction to Analytics and AI
This modules talks about ML options on Google Cloud
  • Module introduction
  • What is AI?
  • From ad-hoc data analysis to data-driven decisions
  • Options for ML models on Google Cloud
  • QUIZ
Prebuilt ML Model APIs for Unstructured Data
This module focuses on using pre-built ML APIs on your unstructured data
  • Module introduction
  • Unstructured data is hard
  • ML APIs for enriching data
  • Lab Intro: Using the Natural Language API to Classify Unstructured Text
  • required
  • LAB: Using the Natural Language API to classify unstructured text: In this lab you’ll learn how to classify text into categories using the Natural Language API
  • QUIZ
Big Data Analytics with Notebooks
This module covers how to use Notebooks
  • Module introduction
  • What’s a Notebook?
  • BigQuery magic and ties to Pandas
  • Lab Intro: BigQuery in JupyterLab on Vertex AI
  • LAB: BigQuery in JupyterLab on Vertex AI 2.5: The purpose of this lab is to show learners how to instantiate a Jupyter notebook running on Google Cloud Platform's AI Platform service.
  • QUIZ
Production ML Pipelines
This module covers building custom ML models and introduces Vertex AI and TensorFlow Hub
  • Module introduction
  • Ways to do ML on Google Cloud
  • Vertex AI Pipelines
  • TensorFlow Hub
  • Lab Intro: Running Pipelines on Vertex AI
  • LAB: Running Pipelines on Vertex AI 2.5: In this lab, you learn how to utilize Vertex AI Pipelines to execute a simple Kubeflow Pipeline SDK derived ML Pipeline.
  • Summary
  • QUIZ
Custom Model Building with SQL in BigQuery ML
This module covers BigQuery ML
  • Module introduction
  • BigQuery ML for Quick Model Building
  • Supported models
  • Lab Intro: Predict Bike Trip Duration with a Regression Model in BigQuery ML 1 minute
  • LAB: Predict Bike Trip Duration with a Regression Model in BQML 2.5: In this lab you will use the London bicycles dataset to build a regression model in BQML to predict trip duration.
  • Lab Intro: Movie Recommendations in BigQuery ML
  • LAB: Movie Recommendations in BigQuery ML 2.5: In this lab you'll use the MovieLens dataset to build a collaborative filtering model and use it to make predictions.
  • Summary
  • QUIZ
Custom Model Building with AutoML
  • Module introduction
  • Why AutoML?
  • AutoML Vision
  • AutoML Natural Language Processing
  • AutoML Tables
  • Summary
  • QUIZ

Why Choose Us

Experience live, interactive learning from the comfort of your home or office with Bilginç IT Academy's Online Instructor-Led Smart Analytics, Machine Learning, and AI on Google Cloud Training in Switzerland. Engage directly with expert trainers in a virtual environment that mirrors the energy and schedule of a physical classroom.

  • Live Sessions: Join scheduled classes with a live instructor and other delegates in real-time.
  • Interactive Experience: Engage in group activities, hands-on labs, and direct Q&A sessions with your trainer and peers.
  • Global Expert Trainers: Learn from a handpicked global pool of expert trainers with deep industry experience.
  • Proven Expertise: Benefit from over 30 years of quality training experience, equipping you with lasting skills for success.
  • Scalable Delivery: Accessible worldwide, including Switzerland, with flexible scheduling to meet your professional needs.

Immerse yourself in our most sought-after learning style for Smart Analytics, Machine Learning, and AI on Google Cloud Training in Switzerland. Our hand-picked classroom venues in Switzerland offer an invaluable human touch, providing a focused and interactive environment for professional growth.

  • Highly Experienced Trainers: Boost your skills with trainers boasting 10-20+ years of real-world experience.
  • State-of-the-Art Venues: Learn in high-standard facilities designed to ensure a comfortable and distraction-free experience.
  • Small Class Sizes: Our limited class sizes foster meaningful discussions and a personalized learning journey.
  • Best Value: Achieve your certification with high-quality training and competitive pricing.

Streamline your organization's training requirements with Bilginc IT Academy’s Onsite Smart Analytics, Machine Learning, and AI on Google Cloud Training in Switzerland. Experience expert-led learning at your own business premises, tailored to your corporate goals.

  • Tailored Learning Experience: Customize the training content to fit your unique business projects or specific technical needs.
  • Maximize Training Budget: Eliminate travel and accommodation costs, focusing your entire budget on the training itself.
  • Team Building Opportunity: Enhance team bonding and collaboration through shared learning experiences in your workspace.
  • Progress Monitoring: Track and evaluate your employees' progression and performance with relative ease and direct oversight.


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

Available Training Dates

Join our public courses in our Switzerland 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.
10 April 2026 (1 Day)
Zurich, Geneva, Basel, Bern €1,365 +VAT
11 April 2026 (1 Day)
Zurich, Geneva, Basel, Bern €1,365 +VAT
18 April 2026 (1 Day)
Zurich, Geneva, Basel, Bern €1,365 +VAT
25 April 2026 (1 Day)
Zurich, Geneva, Basel, Bern €1,365 +VAT
23 Mai 2026 (1 Day)
Zurich, Geneva, Basel, Bern €1,365 +VAT
26 Mai 2026 (1 Day)
Zurich, Geneva, Basel, Bern €1,365 +VAT
06 Juni 2026 (1 Day)
Zurich, Geneva, Basel, Bern €1,365 +VAT
13 Juni 2026 (1 Day)
Zurich, Geneva, Basel, Bern €1,365 +VAT

Switzerland is globally recognized as the gold standard for fintech, precision engineering, and data privacy. Zurich and Geneva are not only financial capitals but also critical hubs for blockchain innovation and high-security IT infrastructure. Home to ETH Zurich, one of the world's leading technical universities, the Swiss ecosystem attracts the brightest minds in cryptography and systems engineering. Our IT training services in Switzerland are designed for those who operate in high-stakes environments where accuracy and security are paramount. We offer specialized courses that cover the full spectrum of modern technology, from secure cloud management to advanced data analytics, ensuring that professionals in the Swiss confederation maintain their competitive edge in a digital-first world.

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