Find the right AI courses and AI training for your company.

AI Education and Courses: Complete Guide 2025

Do you want to learn AI but don't know where to start? The demand for AI skills is exploding in Sweden and globally. Companies are looking for employees who can use ChatGPT, build AI agents, and understand machine learning. This guide will show you the best AI educations in 2025 – from free beginner courses to advanced certifications.

Contents

• Types of AI Education

• Swedish AI Education and Courses

• International AI Courses (Free and Paid)

• AI Certifications That Actually Mean Something

• How to Choose the Right AI Education

• Prices and Cost Comparisons

• FAQ

Why do you need AI education?

AI skills are no longer "nice to have" – they are necessary to be competitive in the job market. According to Tillväxtverket, there is a large skills gap in AI in Sweden, and companies are paying premium salaries for employees with AI skills.

What can you do with AI education?

• Streamline your work with tools like ChatGPT, Copilot, and Claude

• Build AI solutions for automation and data analysis

• Get better jobs – AI competence increases your salary by 15-30%

• Start an AI career as an AI engineer, data scientist, or AI consultant

Types of AI Education

1. Basic Courses (AI for Everyone)

For whom: Beginners with no technical background
Length: 5-20 hours
Content: What is AI, how ChatGPT works, prompt technology, AI tools for everyday life

2. Vocational Education (YH)

For whom: Those who want to work as AI developers or engineers
Length: 2 years (full-time)
Content: Machine learning, Python programming, data analysis, 22 weeks of practice (LIA)

3. University and College Courses

For whom: Students or professionals who want to deepen their knowledge
Length: 7.5-30 ECTS credits
Content: Theoretical fundamentals in AI, machine learning, neural networks

4. Corporate Training

For whom: Companies that want to develop the skills of their teams
Length: 1-3 days
Content: Tailored training for specific roles and tools

5. International Certifications

For whom: Those who want to prove their competence with recognized certificates
Length: 10-100 hours
Content: Google AI Essentials, Microsoft Azure AI, AWS Machine Learning

Swedish AI Education and Courses

Vocational Colleges (YH) – The Best Choices

1. AI Developer (Teknikhögskolan)

• Length: 2 years (distance, full-time)

• Focus: Python, machine learning, AI algorithms

• Internship: 22 weeks LIA

• Start Date: August every year

• Cost: Free (CSN eligible)

• Best for: Those who want to work as AI engineers

2. Developer in AI and Machine Learning (IT-Högskolan)

• Locations: Stockholm and Gothenburg

• Length: 2 years

• Focus: Data science, neural networks, deep learning

• Employment Rate: 100% find relevant LIA placement

• Partners: Volvo, Grebban, Etraveli Group

• Cost: Free (CSN eligible)

3. Engineer AI and Machine Learning (Teknikhögskolan)

• Length: 2 years (distance with meetings in Stockholm)

• Focus: AI algorithms, data management, production systems

• Demand: Particularly high in development and implementation

• Cost: Free (CSN eligible)

Short Courses and Corporate Training

Berghs School of Communication

AI Courses for Communication and Marketing

• Courses: Prompting, AI tools for creativity, strategic AI usage

• Format: Daytime, evening, or distance

• Length: 2-3 weeks

• Price: 8,000-25,000 kr

• Focus: Practical AI for communicators, marketers, and creators

AI Education Sweden (aiutbildning.se)

Sweden's largest AI community for businesses

• ChatGPT Training: 1,790 kr/participant (excl. VAT)

• Content: Practical prompt technology, tools, concrete examples

• Format: Tailored to companies and organizations

• Community: 80,000+ members on Facebook

• AI Lectures: Price according to quote

Course Academy

AI License Premium

• Price: 7,900 kr (excl. VAT)

• Length: 25 hours (self-paced)

• Format: Video lectures, exercises, tutor support

• Certification: AI License Premium (digital certificate)

• Access: 12 months

• Tools: ChatGPT, Copilot, Perplexity, Notion AI

Universities and Colleges

AI Competence for Sweden (ai-competence.se)

Free Courses from 10 Swedish Universities

• Content: Machine learning, computer vision, NLP, robotics

• Format: Campus and distance

• Cost: Free

• Level: Basic to advanced level

• Universities: Lund University, KTH, Chalmers, Linköping, Uppsala, among others

Example Courses:

• Introduction to AI (Lund University via Coursera)

• Machine Learning (KTH, 7.5 credits)

• Deep Learning (Chalmers, 7.5 credits)

• AI Ethics and Society (Uppsala University)

Elements of AI (Linköping University)

• Format: Free online course

• Length: ~30 hours

• Language: Swedish and English

• Credits: 2 ECTS credits

• Focus: AI Basics for everyone, no programming knowledge required

• Origin: Created by the University of Helsinki and MinnaLearn

• Goal: Educate 1% of Sweden's population in AI

AI Sweden – National AI Initiatives

Sweden's National Center for AI

• Start Your AI Journey: Free online course with AI basics

• AI for Executives: 6-day program for leaders

• Generative AI Film Series: Free for people without technical background

• AI Act Ready: Free course on the EU's AI Act (in collaboration with Almi, PwC, Scania, IMY)

• My AI Platform: Hundreds of courses from various organizations

Sweden's AI Initiatives 2025-2026

• Investment: 479 million SEK/year from 2026

• AI Factory: Compute access via Linköping University

• AI Workshop: Test environments for companies and organizations

• AI Sandbox: Safe test environment for AI experiments

International AI Courses (Free and Paid)

Google AI Training

Google AI Essentials (Grow with Google)

• Price: $49/month (approx. 520 SEK) via Coursera – 7-day free trial

• Length: 10 hours (can be completed in 1 month)

• Format: Self-study, video lectures, practical exercises

• Certificate: Google AI Essentials Certificate

• Content:

  • Introduction to AI and generative AI

  • Prompt technology in 5 easy steps

  • AI tools for productivity

  • Responsible AI usage

  • Choosing the right AI tools for different tasks

• Best for: Beginners wanting to learn practical AI usage

Google Prompting Essentials

• Price: Free

• Length: ~2 hours

• Focus: Writing effective prompts for better AI results

• Content: 5-step process for prompting

Google Cloud Skills Boost

• Generative AI Fundamentals: Free skill badge (~2 hours)

• Generative AI for Developers: Advanced learning path (technical)

• Google Cloud Innovators: 35 free monthly credits for AI lab

• Machine Learning Certification: Professional ML Engineer

Coursera – The Best AI Courses

Machine Learning Specialization (Stanford + DeepLearning.AI)

Taught by Andrew Ng – the world's most famous AI teacher

• Price: 39-79 USD/month via Coursera

• Length: 3 courses, approx. 3 months

• Certificate: Yes

• Content:

  1. Supervised Machine Learning: Regression, classification, neural networks

  2. Advanced Learning Algorithms: Deep learning, decision trees, unsupervised learning

  3. Unsupervised Learning & Reinforcement Learning: Recommender systems, RL

• Technical Level: Beginner to intermediate

• Requirements: Basic mathematics and programming

• Best for: Those wanting to build their own ML models

AI For Everyone (DeepLearning.AI)

• Price: Free (or 39 USD/month for certificate)

• Length: 4 weeks (~6 hours total)

• Instructor: Andrew Ng

• Focus: AI for non-technical people

• Content:

  • AI terminology (neural networks, machine learning, deep learning)

  • What AI can and cannot do

  • How to build an AI strategy in companies

  • Working with AI teams

  • Ethical and societal issues

• Best for: Leaders, product managers, business developers

IBM Introduction to AI (Coursera)

• Price: Free (certificate ~39 USD/month)

• Length: 10 hours

• Content: AI fundamentals, machine learning, deep learning, NLP, computer vision

• Hands-on labs: Yes, with AI tools

• Best for: Beginners wanting to understand AI applications

edX – University Courses Online

Elements of AI (University of Helsinki)

• Price: Free

• Length: ~30 hours

• Language: 40+ languages including Swedish

• Content:

  • Introduction to AI: Basic AI concepts

  • Building AI: Practical Python programming for AI

• Goal: Educate 1% of Finland's population – now available globally

• Best for: Anyone who wants to understand AI

MIT: Introduction to Deep Learning

• Price: Free (verified certificate ~99 USD)

• Length: 7 weeks

• Technical Level: Advanced

• Requirements: Python, mathematics

• Content: Neural networks, CNNs, RNNs, generative AI

Stanford University – Free AI Courses

CS229: Machine Learning

• Price: Free (videos on YouTube)

• Instructor: Andrew Ng (original version)

• Length: ~10 weeks

• Content: Supervised learning, unsupervised learning, neural networks

• Technical Level: Advanced

• Requirements: Linear algebra, probability theory, Python

CS221: Artificial Intelligence – Principles and Techniques

• Price: Free videos

• Length: 22 lectures + 9 practice exams

• Content:

  • Search algorithms

  • Markov Decision Processes

  • Reinforcement learning

  • Bayesian networks

  • Machine learning foundations

• Technical Level: Very advanced

CS231n: Convolutional Neural Networks for Visual Recognition

• Price: Free videos and materials

• Focus: Computer vision and image analysis

• Content: CNNs, image recognition, object detection

• Best for: Those wanting to work with computer vision

Statistical Learning with Python

• Price: Free

• Book: Free available on Stanford's website

• Content: Statistical modeling and supervised learning with Python

• Best for: Those who want to understand the statistics behind ML

Microsoft Azure AI Training

Microsoft Azure AI Fundamentals (AI-900)

• Price: Courses free via Microsoft Learn, exam ~90 EUR

• Length: ~6-10 hours

• Certificate: Microsoft Certified: Azure AI Fundamentals

• Content:

  • AI workloads and concepts

  • Machine learning on Azure

  • Computer vision on Azure

  • Natural Language Processing (NLP) on Azure

  • Generative AI on Azure

• Requirements: No technical background required

• Best for: Those wanting to prove basic AI knowledge

Microsoft Azure AI Engineer Associate (AI-102)

• Price: Courses free, exam ~165 USD

• Length: ~40 hours study

• Technical Level: Intermediate to advanced

• Requirements: Experience with Python/C#, REST APIs

• Content:

  • Azure AI services

  • Azure AI Search

  • Azure OpenAI

  • Build and deploy AI solutions

• Best for: AI engineers and developers

Microsoft AI & ML Engineering Professional Certificate (Coursera)

• Price: 39-79 USD/month

• Length: 5 courses, ~6 months

• Certificate: Yes + 50% discount on AI-102 exam

• Content:

  • AI & ML infrastructure design

  • Core AI & ML algorithms

  • AI agents and autonomous systems

  • Microsoft Azure for AI workflows

• Requirements: Intermediate Python, statistics

• Best for: Those wanting to specialize in Azure AI

AI Certifications That Actually Mean Something

Top 5 Most Valuable AI Certifications 2025

1. Google AI Essentials

• Value: ⭐⭐⭐⭐⭐ (for generalist roles)

• Cost: ~520 SEK (can be completed in 1 month)

• Time: 10 hours

• Difficulty: Beginner

• Employers who value: Google, tech startups, modern companies

• ROI: Very high – demonstrates practical AI competence

2. Microsoft Azure AI Fundamentals (AI-900)

• Value: ⭐⭐⭐⭐⭐ (for IT roles)

• Cost: ~90 EUR

• Time: 10-20 hours

• Difficulty: Beginner

• Employers who value: Microsoft partners, enterprise companies

• ROI: High – opens doors to more Azure certifications

3. AWS Machine Learning Specialty

• Value: ⭐⭐⭐⭐ (for ML engineers)

• Cost: ~300 USD

• Time: 40-60 hours study

• Difficulty: Advanced

• Requirements: At least 1-2 years of ML experience on AWS

• ROI: Very high – pays for itself quickly

4. TensorFlow Developer Certificate (Google)

• Value: ⭐⭐⭐⭐ (for AI developers)

• Cost: ~100 USD

• Time: 30-50 hours

• Difficulty: Intermediate

• Requirements: Python, basic ML knowledge

• ROI: High for developers building ML models

5. DeepLearning.AI Specializations (Coursera)

• Value: ⭐⭐⭐⭐ (for career change)

• Cost: 39-79 USD/month (3-6 months)

• Time: 100-200 hours

• Difficulty: Beginner to intermediate

• ROI: Very high – complete education from Andrew Ng

Swedish AI Certifications

AI License Premium (Course Academy)

• Price: 7,900 SEK

• Value: ⭐⭐⭐ (Swedish recognition)

• Time: 25 hours

• Focus: Practical AI usage for Swedish companies

• Best for: Professional roles within Swedish organizations

How to Choose the Right AI Education

Step 1: Determine Your Goal

Do you want to:

• ✅ Learn how to use AI in your job? → Google AI Essentials, AI License Premium

• ✅ Build AI models and algorithms? → Machine Learning Specialization (Coursera), YH education

• ✅ Get a job as an AI engineer? → YH education (2 years) + portfolio

• ✅ Prove competence to employers? → Microsoft/Google/AWS certifications

• ✅ Understand AI strategically? → AI For Everyone (Andrew Ng)

Step 2: Assess Your Technical Level

No technical background:

• Elements of AI (free)

• Google AI Essentials

• AI For Everyone

• Berghs courses

Basic Programming:

• Machine Learning Specialization (Coursera)

• Google Cloud certifications

• IT-Högskolan/Teknikhögskolan

Advanced Developer:

• Stanford CS229, CS231n

• AWS/Azure advanced certifications

• Deep Learning Specialization

Step 3: Choose Format

Self-study (flexible):

• Coursera, edX, Google Skills Boost

• Can be combined with work

• Take at your own pace

Structured Program:

• YH education (2 years, full-time)

• Berghs courses (2-3 weeks)

• University courses

Corporate Training:

• AI Education Sweden (tailored)

• Course Academy

• Berghs corporate courses

Step 4: Consider Cost vs. Value

Free Options:

• Elements of AI

• Stanford YouTube courses

• Microsoft Learn

• Google Prompting Essentials

Budget (under 1,000 SEK):

• Google AI Essentials (~520 SEK/month)

• Coursera single courses (~400 SEK/month)

Mid-Budget (1,000-10,000 SEK):

• AI License Premium (7,900 SEK)

• Berghs courses (8,000-25,000 SEK)

• Microsoft/Google certifications (~1,000 SEK)

Investment (free but 2 years of time):

• YH education (free but requires CSN and 2 years full-time)

Prices and Cost Comparisons 2025

Free AI Education

Paid AI Courses (Sweden)

International Certifications

Coursera-based Programs

FAQ – Frequently Asked Questions about AI Education

What is the best AI education for beginners?

For practical use:

• Google AI Essentials (520 SEK, 10 hours) – learn to use ChatGPT, Gemini, and other AI tools

• Elements of AI (free, 30 hours) – basic understanding for everyone

For career change to AI:

• Machine Learning Specialization on Coursera (1,560 SEK, 3 months) – best course for learning how to build ML models

How much does AI education cost in Sweden?

Free options:

• Elements of AI

• AI Sweden courses

• YH education (CSN eligible)

Paid options:

• Short courses: 1,800-25,000 SEK

• Certifications: 500-3,000 SEK

• AI License: 7,900 SEK

Do I need to know programming to learn AI?

No, not for basic AI usage:

• Google AI Essentials, Elements of AI, AI For Everyone require no programming

• You learn to use AI tools like ChatGPT, Copilot, Gemini

Yes, to build AI models:

• Machine Learning, Deep Learning, AI engineer requires Python

• Mathematics (linear algebra, calculus) is also important

Which AI certifications are most valuable for employers?

Top 3 for employability:

1. Microsoft Azure AI Fundamentals (AI-900) – shows basic AI competence

2. Google AI Essentials – shows practical AI usage

3. AWS Machine Learning Specialty – for more advanced roles

For Swedish companies:

• AI License Premium

• Berghs certificate (communication/marketing)

How long does it take to learn AI?

Basic understanding: 10-30 hours

• Google AI Essentials (10h)

• Elements of AI (30h)

Practical AI usage: 20-50 hours

• Learn prompting, tools, best practices

AI engineer/developer: 6-24 months

• Machine Learning Specialization (3 months)

• YH education (2 years)

AI expert: 2-5+ years

• Deep knowledge in ML, NLP, computer vision

• Hands-on experience from projects

Can I get a job as an AI engineer after an online course?

Realistic expectations:

After a course (3-6 months):

• It is difficult to land a job as an AI engineer directly

• But you can:

  • Start using AI in your current job

  • Build a portfolio with AI projects

  • Apply for junior positions with more training

To get a job as an AI engineer:

• YH education (2 years) + LIA internship = Best path

• Or: Bachelor/Master in Computer Science + AI courses

• Or: 1-2 years of self-study + strong portfolio + networking

Are there free AI courses in Swedish?

Yes, several options:

1. Elements of AI – available in Swedish, completely free

2. AI Sweden courses – free courses from the national AI center

3. AI competence for Sweden – free university courses

4. YouTube channels – many Swedish AI tutorials

What is the difference between Machine Learning and AI?

AI (Artificial Intelligence):

• Broad concept for intelligent systems

• Includes: rule-based systems, search, reasoning, robotics

Machine Learning (ML):

• A subset of AI

• Systems that learn from data

• Examples: Netflix recommendations, spam filter

Deep Learning:

• A subset of ML

• Uses neural networks

• Examples: ChatGPT, image generation

Practical difference for education:

• "AI courses" often cover a broad overview

• "Machine Learning courses" focus on algorithms and models

How do I choose between Google, Microsoft, and AWS certifications?

Google certifications:

• ✅ Best for: Beginners, generalist roles

• ✅ Focus: Practical AI usage (Gemini, Workspace)

• ✅ Price: Most affordable (~520 SEK)

• ⚠️ Less technical depth

Microsoft Azure certifications:

• ✅ Best for: IT professionals, enterprise companies

• ✅ Focus: Azure cloud-based AI

• ✅ Recognition: High among large companies

• ⚠️ Requires Azure knowledge

AWS certifications:

• ✅ Best for: ML engineers, data scientists

• ✅ Focus: Production systems, scalability

• ✅ Salary: Highest paid certifications

• ⚠️ Most demanding and expensive

What does it cost to become an AI consultant?

Education cost:

• YH education: Free (but 2 years)

• Online courses: 2,000-10,000 SEK

• Certifications: 1,000-5,000 SEK

Experience required:

• 2-5+ years of AI project experience

• Portfolio with case studies

• Knowledge of multiple AI tools and frameworks

Hourly rate as an AI consultant:

• Junior: 1,000-2,000 SEK/hour

• Senior: 3,000-5,000 SEK/hour

• Expert: 5,000-8,400 SEK/hour

Do I need math for AI?

Basic AI usage:

• ❌ No math required

• Courses: Google AI Essentials, Elements of AI

Building ML models:

• ✅ Linear algebra (vectors, matrices)

• ✅ Calculus (derivatives)

• ✅ Probability theory and statistics

Deep Learning:

• ✅ All the above + more advanced math

• But: You can start with code first, learn math later

Is AI education eligible for CSN?

Yes, for:

• YH education (AI developer, AI engineer)

• College and university courses

• Certain adult education (high school subject artificial intelligence from 2025)

No, for:

• Online courses (Coursera, edX, Google)

• Corporate training

• Certification courses

What is the best AI education for my company?

For the whole company (50+ people):

• AI Education Sweden (tailored, 1,790 SEK/person)

• AI Sweden workshops

For specific teams (5-20 people):

• Berghs courses (marketing/communication)

• Course Academy (practical AI)

For IT department:

• Microsoft Azure AI-900 for everyone

• AI-102 for developers

For executive management:

• AI For Everyone (Coursera)

• AI Sweden "AI for Executives"

Summary: Your AI Education Path

If you are completely new to AI:

1. Start: Elements of AI (free, 30h)

2. Practical Training: Google AI Essentials (520 SEK, 10h)

3. Deepening: Machine Learning Specialization (1,560 SEK, 3 months)

If you want to work as an AI engineer:

1. Free path: Stanford CS229 + project portfolio

2. Fastest path: YH education (2 years, free, CSN)

3. Online path: Coursera Specializations + certifications

If you work in communication/marketing:

1. Berghs AI courses (8,000-25,000 SEK)

2. AI License Premium (7,900 SEK)

3. Google AI Essentials (520 SEK)

If you are a developer wanting to learn AI:

1. Fast.ai courses (free)

2. Deep Learning Specialization (Coursera)

3. TensorFlow Developer Certificate (1,000 SEK)

Next Steps

Ready to start learning AI?

1. Select a course from the recommendations above

2. Set a goal – what do you want to be able to do with AI?

3. Start today – most courses you can start immediately

We also have a large selection of AI lecturers on Aival.se: Lecturers

Written by: aival.se