Artificial Intelligence Data Specialist
Access information to help you with your degree programme study, including reading lists and research guides.
Data Science Principles
- Serra, J. (2024) Deciphering data architectures [available via Kortext]
- Neild, T.D. (2022) Deciphering data architectures [available via Kortext]
- Kelleher, J.D. and Tierney, B. (2018) Data science
- Lakin, S. (2011) How to use statistics
- Pears, R. and Shields, G.J. (2019) Cite them right: the essential referencing guide
Professional Practice
- Bassot, B. (2016) The reflective practice guide: an interdisciplinary approach to critical reflection
- Spinello, R.A. (2021) Cyberethics: morality and law in cyberspace
- Habash, R.W.Y. (2019) Professional practice in engineering and computing: preparing for future careers
- Pears, R. and Shields, G.J. (2019) Cite them right: the essential referencing guide
Programming for Artificial Intelligence
- Nelson, H. (2023) Essential Math for AI [available via Kortext]
- VanderPlas, J., Python data science handbook
- Kelleher, J.D. and Tierney, B. (2018) Data science
- Deisenroth, M.P., Faisal, A.A. and Ong, C.S. (2020) Mathematics for machine learning
- Pears, R. and Shields, G.J. (2019) Cite them right: the essential referencing guide
AI and Digital Innovation
Disruptive Leadership and Sustainable Strategy
- Carruthers, C. and Jackson, P. (2019) Data-driven business transformation: how to disrupt, innovate, and stay ahead of the competition
- Currie, A. (2024) Building Green Software: A sustainable approach to software development and operations [available via Kortext]
- Marr, B. (2022) Data strategy: how to profit from a world of big data, analytics and artificial intelligence
- Marr, B. (2022) Business trends in practice: the 25+ trends that are redefining organizations
Machine Learning using Cloud Computing
- Kapoor, A., Gullì, A. and Pal, S. (2022) Deep learning with TensorFlow and Keras [available via Kortext]
- Kelleher, J.D. and Tierney, B. (2018) Data science
- Pears, R. and Shields, G.J. (2019) Cite them right: the essential referencing guide
- Hwang, K. (2017) Cloud computing for machine learning and cognitive applications
- Purkait, N. (2019) Hands-On Neural Networks with Keras: Design and create neural networks using deep learning and artificial intelligence principles
Research and learning guides
Use the links below to access guides on research, studying, and writing to help you with your degree programme.
Research skills
Accessible learning
Information literacy
Literature mapping
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