Materials and Megabytes

Patrick Riley (Season 2, Ep. 3)

February 15, 2019 Season 2 Episode 3
Materials and Megabytes
Patrick Riley (Season 2, Ep. 3)
Chapters
Materials and Megabytes
Patrick Riley (Season 2, Ep. 3)
Feb 15, 2019 Season 2 Episode 3
Gowoon Cheon, Qian Yang / Patrick Riley

Our guest on this episode is Dr. Patrick Riley from Google Accelerated Science.

Some relevant papers and links:

  • Riley, P., Practical advice for analysis of large, complex data sets. The Unofficial Google Data Science Blog, www.unofficialgoogledatascience.com/2016/10/practical-advice-for-analysis-of-large.html (2016)
  • Zinkevich, M., Rules of Machine Learning: Best Practices for ML Engineering. https://developers.google.com/machine-learning/guides/rules-of-ml/ (last updated Oct 2018)
  • Wigner, E., The Unreasonable Effectiveness of Mathematics in the Natural Sciences. Communications in Pure and Applied Mathematics, doi:10.1002/cpa.3160130102 (1960)
  • Gulshan, V., Peng, L, Coram, M., Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs. The Journal of the American Medical Association, doi:10.1001/jama.2016.17216 (2016)


Google Accelerated Science website: ai.google/research/teams/applied-science/gas

Show Notes

Our guest on this episode is Dr. Patrick Riley from Google Accelerated Science.

Some relevant papers and links:

  • Riley, P., Practical advice for analysis of large, complex data sets. The Unofficial Google Data Science Blog, www.unofficialgoogledatascience.com/2016/10/practical-advice-for-analysis-of-large.html (2016)
  • Zinkevich, M., Rules of Machine Learning: Best Practices for ML Engineering. https://developers.google.com/machine-learning/guides/rules-of-ml/ (last updated Oct 2018)
  • Wigner, E., The Unreasonable Effectiveness of Mathematics in the Natural Sciences. Communications in Pure and Applied Mathematics, doi:10.1002/cpa.3160130102 (1960)
  • Gulshan, V., Peng, L, Coram, M., Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs. The Journal of the American Medical Association, doi:10.1001/jama.2016.17216 (2016)


Google Accelerated Science website: ai.google/research/teams/applied-science/gas

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