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Online courses from University of Glasgow, free and paid.
Tier 3 · 74/100UK
University of Glasgow
This beginner-friendly course introduces the core programming concepts used throughout the Specialization and prepares you for later study in AI-based optimization and data analysis. It aims to build the MATLAB skills you need to start working with AI and data-driven science and engineering applica…
University of Glasgow
This course provides a practical introduction to machine learning techniques for data analysis in MATLAB, focusing on widely used methods for real-world technical applications. You will begin by exploring the core concepts behind machine learning, including model workflows, data preparation, and th…
University of Glasgow
This course introduces the foundations of optimization and shows how AI can be applied to real-world science and engineering optimization problems. You will learn about evolutionary computation, a branch of AI for optimization. You will explore two widely used AI-based optimization techniques: gene…
University of Glasgow
This course will introduce MIMIC-III, which is the largest publicly Electronic Health Record (EHR) database available to benchmark machine learning algorithms. In particular, you will learn about the design of this relational database, what tools are available to query, extract and visualise descri…
University of Glasgow
Large Language Models (LLMs), including GPT models that power applications such as ChatGPT, are transforming how people interact with technology and how computers understand and generate language. In this course, you'll explore the core concepts of natural language processing (NLP) and language mod…
University of Glasgow
This course will introduce the concepts of interpretability and explainability in machine learning applications. The learner will understand the difference between global, local, model-agnostic and model-specific explanations. State-of-the-art explainability methods such as Permutation Feature Impo…
University of Glasgow
This is the first course in a four‑course sequence that develops essential 21st‑century computational thinking skills, using JavaScript as a practical and accessible vehicle. The course introduces computational thinking as a way of approaching problems, learning new technologies, and working effect…
University of Glasgow
This is the second course in the four‑course Computational Thinking with JavaScript Specialization. Building on the foundations from Course 1, the emphasis here is on modelling aspects of the real world using computational representations, particularly data. You will deepen your understanding of co…
