AI Courses Edinburgh
AI Courses Edinburgh
November 7, 2026 Comments Off on AI Courses EdinburghAI Courses Edinburgh
Live 1-on-1 online AI training in English. Flexible scheduling, start anytime from Edinburgh.
Enquire NowAI Training in Edinburgh — Online & Flexible
Edinburgh is Scotland’s capital and a world-class financial services and technology city. Home to major banks, insurance companies, and a rapidly growing technology sector, Edinburgh consistently ranks among the UK’s top cities for technology employment and demand for IT and digital skills.
School of IT offers live, 1-on-1 online AI training in English. All sessions are delivered by an experienced trainer via MS Teams or Google Meet, with flexible scheduling so you can build your skills around your existing commitments from Edinburgh.
AI & Machine Learning Fundamentals
Understand artificial intelligence and machine learning from the ground up — core concepts, algorithms, real-world applications, and how to work with ML tools without deep coding.
- ✓What is AI? — machine learning, deep learning, and AI categories explained
- ✓Supervised, unsupervised, and reinforcement learning concepts
- ✓Core ML algorithms — regression, classification, clustering, and decision trees
- ✓AI tools and platforms — an overview for non-developers
- ✓Real-world AI applications — computer vision, NLP, and recommendation systems
Generative AI & ChatGPT for Business
Use generative AI and ChatGPT professionally — prompt engineering, automating business tasks, AI writing tools, and integrating AI into everyday workflows.
- ✓Generative AI concepts — LLMs, GPT, DALL·E, and how they work
- ✓Prompt engineering — writing effective prompts for consistent, high-quality outputs
- ✓AI for business productivity — drafting, summarising, researching, and reporting
- ✓AI tools — ChatGPT, Copilot, Gemini, Claude, and choosing the right tool
- ✓Ethics, limitations, and responsible use of AI in a business context
Python for AI & Machine Learning
Build AI and machine learning solutions with Python — scikit-learn, pandas, NumPy, and deploying your first ML models using real datasets.
- ✓Python and data foundations for ML — pandas, NumPy, and data preparation
- ✓Supervised learning — regression and classification with scikit-learn
- ✓Model evaluation — accuracy, precision, recall, F1, and cross-validation
- ✓Feature engineering and pipeline design for ML workflows
- ✓Saving, loading, and deploying scikit-learn models to production
Deep Learning & Neural Networks
Build deep learning models with TensorFlow and Keras — neural networks, CNNs for image recognition, RNNs for sequences, and NLP with transformer models.
- ✓Neural network fundamentals — layers, activation functions, and backpropagation
- ✓Convolutional neural networks (CNNs) for image classification
- ✓Recurrent neural networks (RNNs) and LSTMs for time series and NLP
- ✓Transfer learning — fine-tuning pretrained models (ResNet, BERT, GPT-2)
- ✓Model deployment — serving deep learning models with TensorFlow Serving or FastAPI
LLMs, Agents & AI Engineering
Build with large language models — the OpenAI API, LangChain, RAG pipelines, AI agents, vector databases, and deploying production AI applications.
- ✓LLM concepts — transformer architecture, tokenisation, and embeddings
- ✓OpenAI API — GPT-4o, function calling, and structured outputs
- ✓LangChain — chains, agents, tools, memory, and RAG pipelines
- ✓Vector databases — Pinecone, Chroma, or Weaviate for semantic search
- ✓Deploying AI applications — FastAPI, Streamlit, and production LLM best practices
AI Master Programme
The complete AI education — fundamentals, generative AI, Python for ML, deep learning, and AI engineering with LLMs in one comprehensive programme.
- ✓AI and ML fundamentals — concepts, algorithms, and real-world applications
- ✓Generative AI and ChatGPT — prompt engineering and business productivity
- ✓Python for ML — scikit-learn, pandas, and model deployment
- ✓Deep learning — TensorFlow, CNNs, RNNs, and transfer learning
- ✓LLMs and AI engineering — OpenAI API, LangChain, RAG, and production AI apps
What You Will Learn
- ✓Understand how AI, machine learning, and deep learning work in practice
- ✓Use ChatGPT, Copilot, and generative AI tools to boost professional productivity
- ✓Write effective prompts for consistent, high-quality AI outputs
- ✓Build and evaluate machine learning models with Python and scikit-learn
- ✓Design and train deep learning models with TensorFlow and Keras
- ✓Develop AI applications using the OpenAI API, LangChain, and RAG pipelines
- ✓Work with vector databases for semantic search and AI memory
- ✓Deploy AI-powered applications to production using modern frameworks
Compare AI Courses
| Course | Price | Duration | Level |
|---|---|---|---|
| AI & Machine Learning Fundamentals | £599 | 10h | Beginner |
| Generative AI & ChatGPT for Business | £599 | 10h | Beginner |
| Python for AI & Machine Learning | £749 | 10h | Intermediate |
| Deep Learning & Neural Networks | £849 | 20h | Intermediate–Advanced |
| LLMs, Agents & AI Engineering | £849 | 20h | Advanced |
| AI Master Programme | £1,449 | 40h | Advanced |
AI Courses Edinburgh — FAQs
Yes — all our AI courses are delivered 100% online via MS Teams or Google Meet. You study from Edinburgh with an experienced AI trainer at a time that suits you. No fixed class times and no commuting required.
No — the AI & Machine Learning Fundamentals and Generative AI & ChatGPT for Business courses are designed for professionals with no coding or technical background. The Python for ML, Deep Learning, and LLM courses assume Python programming knowledge.
AI (artificial intelligence) is the broad field of building systems that perform tasks requiring intelligence. Machine learning is a subset where systems learn from data rather than being explicitly programmed. Deep learning is a subset of ML using multi-layer neural networks — the technology behind ChatGPT, image recognition, and voice assistants. We cover all three levels in our curriculum.
Beginner courses are 10 hours. Intermediate and advanced courses are 20 hours. The Master Programme is 40 hours. All are 1-on-1 with flexible scheduling from Edinburgh.
AI courses start at £599 for the fundamentals courses, ranging up to £1,449 for the Master Programme. All prices are in GBP.
AI and machine learning skills are among the most in-demand and fastest-growing capabilities in the UK job market. In Edinburgh and across the UK, organisations in every sector are investing in AI — from automating business processes with generative AI tools to building ML models for data-driven decisions. AI engineers and ML practitioners command some of the highest salaries in the technology sector.
Start Your AI Training Today
Live 1-on-1 online instruction in English. Flexible scheduling. Start anytime from Edinburgh.
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