Introduction to AI and machine learning on Google Cloud Training Course in Denmark

Introduction to AI and Machine Learning on Google Cloud is a foundational training program designed for professionals who want to build artificial intelligence and machine learning solutions using Google Cloud technologies. The course introduces the complete Data-to-AI Lifecycle, helping learners understand how Google Cloud supports AI foundations, model development, deployment, and generative AI solutions.

Throughout the training, participants explore powerful Google Cloud services including Vertex AI, BigQuery ML, AutoML, Generative AI Studio, Model Garden, and various pre-trained AI APIs. The course demonstrates how to build, train, deploy, and manage machine learning models while leveraging Google’s advanced AI infrastructure.

This program is ideal for professionals seeking practical knowledge of Google Cloud's AI ecosystem and provides a strong foundation for developing scalable, production-ready machine learning and generative AI solutions.

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

Prerequisites

To gain maximum benefit from this course, participants should have:

Basic understanding of Machine Learning concepts
Familiarity with SQL
Basic Python programming knowledge
General awareness of cloud computing concepts (recommended)

Who Should Attend

This course is ideal for:

AI Developers
Machine Learning Engineers
Data Scientists
Data Engineers
Cloud professionals
Software developers building AI applications
Professionals interested in Google Cloud AI solutions

What You Will Learn

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

Identify Google Cloud's key AI and ML services.
Understand the complete Data-to-AI lifecycle.
Select the most appropriate AI development approach.
Build machine learning models using Vertex AI.
Create models directly in data warehouses using BigQuery ML.
Develop ML solutions with AutoML.
Integrate pre-trained AI APIs into applications.
Build generative AI solutions using Google Cloud tools.
Understand MLOps practices and workflow automation.

Training Outline

AI Foundations

Google Cloud AI Ecosystem

Introduction to Google Cloud
Google's AI strategy and innovation
Cloud-based AI solutions
Data-driven AI approaches

AI/ML Framework on Google Cloud

Google Cloud AI architecture
Data and AI services
Machine learning lifecycle
Google Cloud AI platforms

Google Cloud Infrastructure

Cloud infrastructure fundamentals
Scalable AI environments
Security and performance considerations

Data and AI Products

Google Cloud data services
AI and analytics tools
Integrated data management solutions

ML Model Categories

Supervised learning
Unsupervised learning
Deep learning
Predictive modeling approaches

BigQuery ML

BigQuery ML
SQL-based machine learning
Building models directly in BigQuery
Analytics and prediction use cases

AI Development Options

AI Development Approaches

Types of AI projects
Development strategies
Solution selection considerations

Pre-trained APIs

Pre-trained AI services
Vision APIs
Natural Language Processing APIs
Speech and translation services

Vertex AI

Vertex AI
End-to-end AI platform
Model training and deployment
Enterprise AI development workflows

AutoML

AutoML
No-code machine learning
Automated model building
Training optimization

Custom Training

Custom model development
Advanced training techniques
Specialized ML use cases

AI Development Workflow

How Machine Learning Works

Machine learning fundamentals
Learning mechanisms
Data and algorithm relationships

ML Workflow

Problem definition
Data preparation
Model development
Evaluation processes
Production deployment

Data Preparation

Data collection
Data cleaning
Data transformation
Feature engineering

Model Development

Model selection
Training methodologies
Performance optimization

Model Serving

Model deployment
API integration
Real-time inference

MLOps and Workflow Automation

MLOps
Continuous integration
Continuous deployment
Model lifecycle management

Generative AI

Generative AI Fundamentals

Generative AI
Large Language Models (LLMs)
Foundation Models
Prompt Engineering

Duet AI Use Cases

Duet AI
AI-assisted productivity solutions
Intelligent workflow automation

Model Garden

Model Garden
Pre-built AI models
Foundation model access
Model selection strategies

Generative AI Studio

Generative AI Studio
Prompt development
Model testing environments
Generative AI application development

AI Solutions

Enterprise AI solutions
Conversational AI
Content generation
Intelligent automation systems

Hands-On Labs

BigQuery ML Lab

Building ML models with SQL
Data analytics exercises

Natural Language API Lab

NLP service implementation
Text analytics applications

AutoML Lab

No-code model development
Training and evaluation workflows

Generative AI Studio Lab

Prompt engineering exercises
Generative AI solution development

Why Choose Us

Experience Introduction to AI and machine learning on Google Cloud in Denmark through Bilginç IT Academy's live and interactive virtual classroom environment, accessible from your home, office, or any location. Connect with expert trainers in real time and bring the energy of classroom learning into the digital experience.

Live Instructor-Led Sessions: Join scheduled training sessions with your instructor and fellow delegates in real time.
Interactive Learning Experience: Take part in discussions, practical exercises, group activities, and Q&A sessions throughout the course.
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 long-standing experience in delivering professional training since 1995.
Flexible and Scalable Delivery: Access live virtual classrooms from Denmark and worldwide, with flexible planning options for individual and corporate training needs.

Experience Introduction to AI and machine learning on Google Cloud in a focused classroom environment in Denmark. Bilginç IT Academy's carefully selected training venues provide a professional setting where delegates can interact directly with expert trainers and peers.

Experienced Trainers: Learn from specialists with extensive field experience and real-world knowledge.
Professional Training Venues: Attend courses in comfortable, well-equipped classrooms designed to support effective learning.
Focused Classroom Experience: Benefit from limited class sizes that encourage discussion, interaction, and personalized support.
Quality-Driven Learning: Develop practical skills through structured, up-to-date, and professionally designed training content.

Meet your team's training needs with Bilginç IT Academy's onsite Introduction to AI and machine learning on Google Cloud in Denmark solution, delivered at your office or preferred location. Align your team's development with your business goals through a training experience tailored to your organization.

Tailored Course Content: Adapt the training program to your organization's projects, team structure, and specific business requirements.
Time and Cost Efficiency: Reduce travel, accommodation, and operational costs while maximizing the value of your training investment.
Team-Focused Learning: Help your employees develop around the same knowledge base and strengthen collaboration across your organization.
Simplified Planning and Tracking: Manage the training process, participant development, and organizational requirements with greater control.

Why have you chosen us?

I have attended a training from Bilginc IT Academy before and I was satisfied.

I have attended a training from a different provider and it was not helpful.

Other

How many employees do you have in your IT department?

0 – 50

50 – 250

250 – 1000

1000+

Frequently asked questions about Introduction to AI and machine learning on Google Cloud Training Course in Denmark (FAQ)

This training is suitable for individuals who want to start learning AI and machine learning, including business analysts, data analysts, developers, and non-technical professionals. It provides a strong introduction to AI solutions on Google Cloud.

No advanced technical knowledge is required. The training explains AI and machine learning concepts from a foundational level. Basic computer skills and familiarity with data concepts are sufficient.

The training covers services such as Vertex AI, AutoML, and Google Cloud AI APIs. Participants learn how these tools are used and how they can be applied to solve business problems.

The training explains AI and machine learning concepts from the basics with practical examples. Participants learn about approaches such as supervised and unsupervised learning and how they are applied in real-world scenarios.

Participants gain an understanding of how AI and ML solutions can be integrated into business processes. They can contribute more effectively to data-driven decision-making, automation, and predictive analytics initiatives.

Yes, the training includes hands-on scenarios such as working with Google Cloud AI tools, building simple models, and analyzing datasets. Participants gain practical experience through real-world examples.

This training provides a strong introduction to AI and machine learning. However, building an advanced AI career requires additional skills such as Python, data science, model development, and mathematical foundations.

This training is valuable for roles such as Data Analyst, Business Analyst, entry-level AI/ML roles, product managers, and professionals working on AI-driven projects in Google Cloud environments.

Absolutely. We do not only host trainings at public centers; we can also conduct them directly at your premises across Denmark. We can customize the curriculum to meet your team's specific needs and organize the session at your preferred location and date within Denmark.

Yes, we prioritize location flexibility. We offer live-streaming (hybrid) support for most of our trainings, synchronized with the Denmark time zone. If you are unable to visit our location, you can join our physical classroom setting interactively via our digital platforms and participate in hands-on workshops remotely from anywhere in Denmark.

Introduction to AI and machine learning on Google Cloud Training in Denmark