Introduction to machine learning and artificial intelligence

Author:

Mustapha Mubarak Taiwo,Ozsahin Ilker,Ozsahin Dilber Uzun

Publisher

Elsevier

Reference41 articles.

1. Adams, M. (2017) “Cost function (machine learning),” Radiopaedia.org [Preprint]. Available at: https://doi.org/10.53347/rid-56153.

2. Barcelos, G. (2022) Understanding bias in machine learning models, Arize AI. Available from https://arize.com/blog/understanding-bias-in-mL-models/. Accessed 05.11.22.

3. Boucher, P. (2020). Artificial intelligence: How does it work, why does it matter, and what can we do about it? European Parliament. Available from https://www.europarl.europa.eu/RegData/etudes/STUD/2020/641547/EPRS_STU(2020)641547_EN.pdf. Accessed 11.05.22.

4. Brownlee, J. (2019) Gentle introduction to the bias-variance trade-off in machine learning, machine learning mastery. Available from https://machinelearningmastery.com/gentle-introduction-to-the-bias-variance-trade-off-in-machine-learning/#:~:text=Bias%20Error,-Bias%20are%20the&;text=Generally%2C%20linear%20algorithms%20have%20a,assumptions%20of%20the%20algorithms%20bias. Accessed 06.11.22.

5. Burns, E., Laskowski, N., & Tucci, L. (2022). What is artificial intelligence (AI)? Definition, benefits, and use cases, SearchEnterpriseAI. TechTarget. Available from https://www.techtarget.com/searchenterpriseai/definition/AI-Artificial-Intelligence. Accessed 11.05.22.

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