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.

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", October, 2024. [Online]. Available: https://www.gkbrk.com/machine-learning. [Accessed Oct. 10, 2024].
APA Style
Yaltirakli, G. (2024, October 10). Machine learning. https://www.gkbrk.com/machine-learning
Bluebook Style
Gokberk Yaltirakli, Machine learning, GKBRK.COM (Oct. 10, 2024), https://www.gkbrk.com/machine-learning

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