Machine learning

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Machine learning is the use of computers to process and extract patterns from data.

It is closely related to Data science.

Books

The Little Learner
- Book about machine learning in the style of The Little Schemer.
- https://mitpress.mit.edu/9780262546379/the-little-learner/
- https://news.ycombinator.com/item?id=34810332

File formats

https://towardsdatascience.com/guide-to-file-formats-for-machine-learning-columnar-training-inferencing-and-the-feature-store-2e0c3d18d4f9
https://github.com/mosaicml/streaming
https://discuss.pytorch.org/t/best-way-to-load-a-lot-of-training-data/80847

Interesting links

https://gwern.net/aunn

Resource dump

https://aml4td.org/
https://course.fast.ai/
https://d2l.ai/index.html
https://pythonprogramming.net/
https://www.youtube.com/@sentdex
https://www.youtube.com/watch?v=hfMk-kjRv4c
https://www.youtube.com/watch?v=aircAruvnKk

The following pages link here

Citation

If you find this work useful, please cite it as:

@article{yaltirakli,
  title   = "Machine learning",
  author  = "Yaltirakli, Gokberk",
  journal = "gkbrk.com",
  year    = "2024",
  url     = "https://www.gkbrk.com/machine-learning"
}

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IEEE Citation

Gokberk Yaltirakli, "Machine learning", December, 2024. [Online]. Available: https://www.gkbrk.com/machine-learning. [Accessed Dec. 17, 2024].

APA Style

Yaltirakli, G. (2024, December 17). Machine learning. https://www.gkbrk.com/machine-learning

Bluebook Style

Gokberk Yaltirakli, Machine learning, GKBRK.COM (Dec. 17, 2024), https://www.gkbrk.com/machine-learning

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