ml | Down Home Country Coding With Scott Selikoff and Jeanne Boyarsky https://www.selikoff.net Java/J2EE Software Development and Technology Discussion Blog Fri, 23 Jun 2023 15:25:53 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.4 4595340 [2023 kcdc] data leakage – why your ML model knows too much https://www.selikoff.net/2023/06/23/2023-kcdc-data-leakage-why-your-ml-model-knows-too-much/ https://www.selikoff.net/2023/06/23/2023-kcdc-data-leakage-why-your-ml-model-knows-too-much/#respond Fri, 23 Jun 2023 14:52:50 +0000 https://www.selikoff.net/?p=16796 Speaker: Leah Berg For more, see the table of contents. Notes Data Leakage How models learn Don’t include data from the future Don’t randomly split groups Don’t forget your data is a snapshot Don’t randomly split data when retraining Split data … Continue reading →

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[2023 kcdc] data leakage – why your ML model knows too much was first posted on June 23, 2023 at 10:52 am.
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]]> https://www.selikoff.net/2023/06/23/2023-kcdc-data-leakage-why-your-ml-model-knows-too-much/feed/ 0 16796 [2023 kcdc] the elephant in your data set – avoid bias in machine learning https://www.selikoff.net/2023/06/22/2023-kcdc-the-elephant-in-your-data-set-avoid-bias-in-machine-learning/ https://www.selikoff.net/2023/06/22/2023-kcdc-the-elephant-in-your-data-set-avoid-bias-in-machine-learning/#respond Thu, 22 Jun 2023 20:47:06 +0000 https://www.selikoff.net/?p=16766 Speaker: Michelle Frost For more, see the table of contents. Notes Points of bias Simpson’s paradox Terms Metrics Demo Book recommendations My take The types of bias and examples were interesting. Good end to the day. The demo graphs provided the … Continue reading →

The post [2023 kcdc] the elephant in your data set – avoid bias in machine learning first appeared on Down Home Country Coding With Scott Selikoff and Jeanne Boyarsky.
[2023 kcdc] the elephant in your data set – avoid bias in machine learning was first posted on June 22, 2023 at 4:47 pm.
©2019 "Down Home Country Coding With Scott Selikoff and Jeanne Boyarsky". Use of this feed is for personal non-commercial use only. If you are not reading this article in your feed reader, then the site is guilty of copyright infringement. Please contact me at scott@selikoff.net
]]> https://www.selikoff.net/2023/06/22/2023-kcdc-the-elephant-in-your-data-set-avoid-bias-in-machine-learning/feed/ 0 16766 [2023 kcdc] data science: zero to hero https://www.selikoff.net/2023/06/21/2023-kcdc-data-science-zero-to-hero/ https://www.selikoff.net/2023/06/21/2023-kcdc-data-science-zero-to-hero/#respond Wed, 21 Jun 2023 12:59:02 +0000 https://www.selikoff.net/?p=16682 Speaker: Gary Short Twitter; @garyshort Repo for presentation/samples: https://github.com/garyshort/kcdc2023 For more, see the table of contents. Data science overview/rules Types of data Structured Semi structured Unstructured Graph AI/ML works on data types Can only do math with ordinal and ratio … Continue reading →

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[2023 kcdc] data science: zero to hero was first posted on June 21, 2023 at 8:59 am.
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