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Artificial Intelligence

Stanford CS224N – Natural Language Processing with Deep Learning

Open course materials on NLP, embeddings, sequence models, transformers and language models.

Artificial Intelligence

Hugging Face Course

Free course on transformers, NLP, tokenizers, datasets, fine-tuning and model sharing.

Artificial Intelligence

Elements of AI

Free online course introducing artificial intelligence concepts, machine learning, neural networks and societal implications.

Artificial Intelligence

Microsoft Learn – AI Fundamentals

Free modules on AI workloads, machine learning, computer vision, NLP and generative AI in Azure.

Data Ethics

Open Data Institute – Data Ethics Canvas

Open tool and guidance for identifying data ethics issues in projects and organisations.

Research Data Management

MANTRA – Research Data Management Training

Open online training in data management, data sharing, metadata, storage, ethics and preservation.

Management

OpenStax – Principles of Management

Open textbook covering management history, planning, organising, leadership, control and organisational behaviour.

Management

Saylor Academy – Principles of Management

Self-paced course on management functions, strategy, organisational design, leadership and control.

Management

MIT OCW – Managerial Psychology

Course materials on organisations, motivation, decision-making, leadership and management behaviour.

Organisational Behaviour

OpenStax – Organizational Behavior

Open textbook on individuals, groups, teams, leadership, motivation, culture and organisational change.

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