{
  "id": 486947,
  "title": "Presentation today to Triangle SQL Server User Group (TriPASS)",
  "url": "/competitions/home-credit-credit-risk-model-stability/discussion/486947",
  "author_name": "",
  "post_date": "2024-03-26T23:48:59.024507100Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>To ensure compliance with the competition rules, providing screenshots from the presentation I gave today about this competition as well as the completed <a href=\"https://www.kaggle.com/competitions/godaddy-microbusiness-density-forecasting\" target=\"_blank\">GoDaddy Microbusiness Density competition</a>. Thank you to fellow TriPASS board members president Kevin Feasel and vice-president Tracy Boggiano for the opportunity! The <a href=\"https://www.meetup.com/tripass/events/299619548\" target=\"_blank\">event sign-up page has a brief description</a>.</p>\n<p><strong>Slides relevant to this competition</strong></p>\n<ul>\n<li>\"Home Credit competition - Converting Notebook Comments to English\"</li>\n<li>\"Home Credit competition - Many Predictors\" (<em>2 slides</em>)</li>\n<li>\"Past Due Top Predictor\"</li>\n<li>\"Simple Z-Score Outlier Detection\"</li>\n<li>\"Simple Z-Score Outlier Detection - 2\"</li>\n</ul>\n<p>The presentation was light in tone, largely dedicated to encouraging Kaggle involvement as well as the reticulate R package for R : Python interoperability.</p>\n<p><strong>Opening</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fb127bcb1339f9641ac70b87350b44fff%2FSlide1.JPG?generation=1711495596713916&amp;alt=media\" alt=\"Opening\"><br>\n<strong>Goals For Today</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fd3b6d23b967b3afcd708906faa6ca5b8%2FSlide2.JPG?generation=1711495628332746&amp;alt=media\" alt=\"Goals For Today\"><br>\n<strong>About Rick Pack</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F33ad1b50e1e338eb1e6e519bfe147774%2FSlide3.JPG?generation=1711495659691833&amp;alt=media\" alt=\"About Rick Pack\"><br>\n<strong>Optiver Competition : Highest Rated Notebook of Mine</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F63eff63f322ad90b896fc3f188e7624f%2FSlide4.JPG?generation=1711495712352418&amp;alt=media\" alt=\"Optiver Competition : Highest Rated Notebook of Mine\"><br>\n<strong>Home Credit competition - Converting Notebook Comments to English</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F70e2e94c5cc0413add71c9a9bf6b04da%2FSlide5.JPG?generation=1711495788852726&amp;alt=media\" alt=\"Home Credit competition - Converting Notebook Comments to English\"><br>\n<strong>Home Credit competition - Many Predictors</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Ffcb7f500b268f634be7ddb2a3aa263bd%2FSlide6.JPG?generation=1711495858238392&amp;alt=media\" alt=\"Home Credit competition - Many Predictors\"><br>\n<strong>Home Credit competition - Many Predictors</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F365a935bfa8688e64697092f72c893af%2FSlide7.JPG?generation=1711495907272494&amp;alt=media\" alt=\"Home Credit competition - Many Predictors\"><br>\n<strong>Past Due Top Predictor</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7930726ba0e1675b68e0dc7d8f67ede9%2FSlide8.JPG?generation=1711495955742187&amp;alt=media\" alt=\"Past Due Top Predictor\"><br>\n<strong>Author Kevin Feasel - Anomaly Detection Inspiration</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Ff7af21b8bfee44195ee43ae8c9574d89%2FSlide9.JPG?generation=1711496009440705&amp;alt=media\" alt=\"Author Kevin Feasel - Anomaly Detection Inspiration\"><br>\n<strong>\"Finding Ghosts In Your Data\" book by Kevin Feasel + Github\"</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F42874edb5f4b72d966629ba92cdc5ca2%2FSlide10.JPG?generation=1711496064165859&amp;alt=media\" alt=\"&quot;Finding Ghosts In Your Data&quot; book by Kevin Feasel + Github&quot;\"><br>\n<strong>Kaggle Notebook - Internet On to Install Packages</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fef73caffcd870974c1ad8d667fd64e41%2FSlide11.JPG?generation=1711496119756243&amp;alt=media\" alt=\"Kaggle Notebook - Internet On to Install Packages\"><br>\n<strong>Simple Z-Score Outlier Detection</strong><br>\nDid not evaluate for normal distribution!<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fa55dca0845008bdd4c65d2502fc35304%2FSlide12.JPG?generation=1711496173407514&amp;alt=media\"><br>\n<strong>Simple Z-Score Outlier Detection - 2</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F70e64825774834e04ce51306f4bc2afe%2FSlide13.JPG?generation=1711496205351684&amp;alt=media\" alt=\"Simple Z-Score Outlier Detection - 2\"><br>\n<strong>Outlier Detection Techniques Being Pursued</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fe0d18bf4e1361000015031e3fcd831f0%2FSlide14.JPG?generation=1711496274789704&amp;alt=media\" alt=\"Outlier Detection Techniques Being Pursued\"><br>\n<strong>Reticulate package for R : Python interoperability</strong>*<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F1d9b1608fcd288b7fa16675156c09fdb%2FSlide15.JPG?generation=1711496301148328&amp;alt=media\" alt=\"Reticulate package for R : Python interoperability\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F07003fe06aff09f957b036cdc1876b43%2FSlide16.JPG?generation=1711496351873477&amp;alt=media\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F14c384a56d82ce7f747404ebdf743d73%2FSlide17.JPG?generation=1711496372257215&amp;alt=media\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F11158b02b8ac128be1b52a77c78eca53%2FSlide18.JPG?generation=1711496395632888&amp;alt=media\"><br>\n<strong>GoDaddy Microbusiness Prediction Kaggle Competition</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fe7286243d008f5e3770880e7b7c6f340%2FSlide19.JPG?generation=1711496433290253&amp;alt=media\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7c307d5ecad8b559c70d98510c8d0b6a%2FSlide20.JPG?generation=1711496454832070&amp;alt=media\"><br>\n<strong>Census Reporter Website</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F91562f6623f5aa75f32e136dc7d943be%2FSlide21.JPG?generation=1711496481512246&amp;alt=media\" alt=\"Census Reporter Website\"><br>\n<strong>Curious Trendline - 1 for Microbusiness Density</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F8c66c7e005d56371651d9a5949557407%2FSlide22.JPG?generation=1711496523016107&amp;alt=media\" alt=\"Curious Trendline - 1 for Microbusiness Density\"><br>\n<strong>R ggplot2 usage for dataviz</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F4cfcb532e272b59c641af72888e5cf60%2FSlide23.JPG?generation=1711496542112345&amp;alt=media\" alt=\"R ggplot2 usage for dataviz\"><br>\n<strong>Curious Trendline - 2 for Microbusiness Density</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F1e167ce30570f318c59de828fa2e1614%2FSlide24.JPG?generation=1711496577580972&amp;alt=media\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F528c027f23aecc43853304b397e68012%2FSlide25.JPG?generation=1711496611381168&amp;alt=media\"><br>\n<strong>Reticulate Problem Solving - 1</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7c76583371a12488e54a3b9b9b4d88b1%2FSlide26.JPG?generation=1711496633065318&amp;alt=media\"><br>\n<strong>Reticulate Problem Solving - 2</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F3f4ef603104335dab9ec17e3d21f87f6%2FSlide27.JPG?generation=1711496652855712&amp;alt=media\"><br>\n<strong>Reticulate Problem Solving - 3</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fd498d9af6807fbec21d1af1587bbf726%2FSlide28.JPG?generation=1711496696578657&amp;alt=media\"><br>\n<strong>Reticulate Problem Solving - 4</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F5c361455a4390dc2831299628267aea7%2FSlide29.JPG?generation=1711496728307075&amp;alt=media\"><br>\n<strong>Grubbs Test - Univariate Outlier</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F05e4df9624c5233597503d87e91f7e4b%2FSlide30.JPG?generation=1711496764283135&amp;alt=media\"><br>\n<strong>Run Python Lines in R</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F8227e586c85dd630cd37c20cf55f4ead%2FSlide31.JPG?generation=1711496792429069&amp;alt=media\"><br>\n<strong>Out of Memory - loci multivariate outlier</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F051823cd03471fd7dab16dc0455de614%2FSlide32.JPG?generation=1711496829217120&amp;alt=media\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fd54e2ac93f1f9d7cea06d31a7bbeb5a8%2FSlide33.JPG?generation=1711496903339894&amp;alt=media\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F6c2e1994de69552df19059c3bbdbd9d4%2FSlide34.JPG?generation=1711496915047154&amp;alt=media\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7c6277726d4e2b55aa43c9d2df7e2f8b%2FSlide35.JPG?generation=1711496926032977&amp;alt=media\"></p>",
  "messages": [
    {
      "id": "2718079",
      "postDate": "03/26/2024 23:48:59",
      "content": "<p>To ensure compliance with the competition rules, providing screenshots from the presentation I gave today about this competition as well as the completed <a href=\"https://www.kaggle.com/competitions/godaddy-microbusiness-density-forecasting\" target=\"_blank\">GoDaddy Microbusiness Density competition</a>. Thank you to fellow TriPASS board members president Kevin Feasel and vice-president Tracy Boggiano for the opportunity! The <a href=\"https://www.meetup.com/tripass/events/299619548\" target=\"_blank\">event sign-up page has a brief description</a>.</p>\n<p><strong>Slides relevant to this competition</strong></p>\n<ul>\n<li>\"Home Credit competition - Converting Notebook Comments to English\"</li>\n<li>\"Home Credit competition - Many Predictors\" (<em>2 slides</em>)</li>\n<li>\"Past Due Top Predictor\"</li>\n<li>\"Simple Z-Score Outlier Detection\"</li>\n<li>\"Simple Z-Score Outlier Detection - 2\"</li>\n</ul>\n<p>The presentation was light in tone, largely dedicated to encouraging Kaggle involvement as well as the reticulate R package for R : Python interoperability.</p>\n<p><strong>Opening</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fb127bcb1339f9641ac70b87350b44fff%2FSlide1.JPG?generation=1711495596713916&amp;alt=media\" alt=\"Opening\"><br>\n<strong>Goals For Today</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fd3b6d23b967b3afcd708906faa6ca5b8%2FSlide2.JPG?generation=1711495628332746&amp;alt=media\" alt=\"Goals For Today\"><br>\n<strong>About Rick Pack</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F33ad1b50e1e338eb1e6e519bfe147774%2FSlide3.JPG?generation=1711495659691833&amp;alt=media\" alt=\"About Rick Pack\"><br>\n<strong>Optiver Competition : Highest Rated Notebook of Mine</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F63eff63f322ad90b896fc3f188e7624f%2FSlide4.JPG?generation=1711495712352418&amp;alt=media\" alt=\"Optiver Competition : Highest Rated Notebook of Mine\"><br>\n<strong>Home Credit competition - Converting Notebook Comments to English</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F70e2e94c5cc0413add71c9a9bf6b04da%2FSlide5.JPG?generation=1711495788852726&amp;alt=media\" alt=\"Home Credit competition - Converting Notebook Comments to English\"><br>\n<strong>Home Credit competition - Many Predictors</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Ffcb7f500b268f634be7ddb2a3aa263bd%2FSlide6.JPG?generation=1711495858238392&amp;alt=media\" alt=\"Home Credit competition - Many Predictors\"><br>\n<strong>Home Credit competition - Many Predictors</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F365a935bfa8688e64697092f72c893af%2FSlide7.JPG?generation=1711495907272494&amp;alt=media\" alt=\"Home Credit competition - Many Predictors\"><br>\n<strong>Past Due Top Predictor</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7930726ba0e1675b68e0dc7d8f67ede9%2FSlide8.JPG?generation=1711495955742187&amp;alt=media\" alt=\"Past Due Top Predictor\"><br>\n<strong>Author Kevin Feasel - Anomaly Detection Inspiration</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Ff7af21b8bfee44195ee43ae8c9574d89%2FSlide9.JPG?generation=1711496009440705&amp;alt=media\" alt=\"Author Kevin Feasel - Anomaly Detection Inspiration\"><br>\n<strong>\"Finding Ghosts In Your Data\" book by Kevin Feasel + Github\"</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F42874edb5f4b72d966629ba92cdc5ca2%2FSlide10.JPG?generation=1711496064165859&amp;alt=media\" alt=\"&quot;Finding Ghosts In Your Data&quot; book by Kevin Feasel + Github&quot;\"><br>\n<strong>Kaggle Notebook - Internet On to Install Packages</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fef73caffcd870974c1ad8d667fd64e41%2FSlide11.JPG?generation=1711496119756243&amp;alt=media\" alt=\"Kaggle Notebook - Internet On to Install Packages\"><br>\n<strong>Simple Z-Score Outlier Detection</strong><br>\nDid not evaluate for normal distribution!<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fa55dca0845008bdd4c65d2502fc35304%2FSlide12.JPG?generation=1711496173407514&amp;alt=media\"><br>\n<strong>Simple Z-Score Outlier Detection - 2</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F70e64825774834e04ce51306f4bc2afe%2FSlide13.JPG?generation=1711496205351684&amp;alt=media\" alt=\"Simple Z-Score Outlier Detection - 2\"><br>\n<strong>Outlier Detection Techniques Being Pursued</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fe0d18bf4e1361000015031e3fcd831f0%2FSlide14.JPG?generation=1711496274789704&amp;alt=media\" alt=\"Outlier Detection Techniques Being Pursued\"><br>\n<strong>Reticulate package for R : Python interoperability</strong>*<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F1d9b1608fcd288b7fa16675156c09fdb%2FSlide15.JPG?generation=1711496301148328&amp;alt=media\" alt=\"Reticulate package for R : Python interoperability\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F07003fe06aff09f957b036cdc1876b43%2FSlide16.JPG?generation=1711496351873477&amp;alt=media\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F14c384a56d82ce7f747404ebdf743d73%2FSlide17.JPG?generation=1711496372257215&amp;alt=media\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F11158b02b8ac128be1b52a77c78eca53%2FSlide18.JPG?generation=1711496395632888&amp;alt=media\"><br>\n<strong>GoDaddy Microbusiness Prediction Kaggle Competition</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fe7286243d008f5e3770880e7b7c6f340%2FSlide19.JPG?generation=1711496433290253&amp;alt=media\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7c307d5ecad8b559c70d98510c8d0b6a%2FSlide20.JPG?generation=1711496454832070&amp;alt=media\"><br>\n<strong>Census Reporter Website</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F91562f6623f5aa75f32e136dc7d943be%2FSlide21.JPG?generation=1711496481512246&amp;alt=media\" alt=\"Census Reporter Website\"><br>\n<strong>Curious Trendline - 1 for Microbusiness Density</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F8c66c7e005d56371651d9a5949557407%2FSlide22.JPG?generation=1711496523016107&amp;alt=media\" alt=\"Curious Trendline - 1 for Microbusiness Density\"><br>\n<strong>R ggplot2 usage for dataviz</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F4cfcb532e272b59c641af72888e5cf60%2FSlide23.JPG?generation=1711496542112345&amp;alt=media\" alt=\"R ggplot2 usage for dataviz\"><br>\n<strong>Curious Trendline - 2 for Microbusiness Density</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F1e167ce30570f318c59de828fa2e1614%2FSlide24.JPG?generation=1711496577580972&amp;alt=media\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F528c027f23aecc43853304b397e68012%2FSlide25.JPG?generation=1711496611381168&amp;alt=media\"><br>\n<strong>Reticulate Problem Solving - 1</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7c76583371a12488e54a3b9b9b4d88b1%2FSlide26.JPG?generation=1711496633065318&amp;alt=media\"><br>\n<strong>Reticulate Problem Solving - 2</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F3f4ef603104335dab9ec17e3d21f87f6%2FSlide27.JPG?generation=1711496652855712&amp;alt=media\"><br>\n<strong>Reticulate Problem Solving - 3</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fd498d9af6807fbec21d1af1587bbf726%2FSlide28.JPG?generation=1711496696578657&amp;alt=media\"><br>\n<strong>Reticulate Problem Solving - 4</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F5c361455a4390dc2831299628267aea7%2FSlide29.JPG?generation=1711496728307075&amp;alt=media\"><br>\n<strong>Grubbs Test - Univariate Outlier</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F05e4df9624c5233597503d87e91f7e4b%2FSlide30.JPG?generation=1711496764283135&amp;alt=media\"><br>\n<strong>Run Python Lines in R</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F8227e586c85dd630cd37c20cf55f4ead%2FSlide31.JPG?generation=1711496792429069&amp;alt=media\"><br>\n<strong>Out of Memory - loci multivariate outlier</strong><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F051823cd03471fd7dab16dc0455de614%2FSlide32.JPG?generation=1711496829217120&amp;alt=media\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fd54e2ac93f1f9d7cea06d31a7bbeb5a8%2FSlide33.JPG?generation=1711496903339894&amp;alt=media\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F6c2e1994de69552df19059c3bbdbd9d4%2FSlide34.JPG?generation=1711496915047154&amp;alt=media\"><br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7c6277726d4e2b55aa43c9d2df7e2f8b%2FSlide35.JPG?generation=1711496926032977&amp;alt=media\"></p>",
      "rawMarkdown": "To ensure compliance with the competition rules, providing screenshots from the presentation I gave today about this competition as well as the completed [GoDaddy Microbusiness Density competition](https://www.kaggle.com/competitions/godaddy-microbusiness-density-forecasting). Thank you to fellow TriPASS board members president Kevin Feasel and vice-president Tracy Boggiano for the opportunity! The [event sign-up page has a brief description](https://www.meetup.com/tripass/events/299619548).\n\n**Slides relevant to this competition**\n- \"Home Credit competition - Converting Notebook Comments to English\"\n- \"Home Credit competition - Many Predictors\" (*2 slides*)\n- \"Past Due Top Predictor\"\n- \"Simple Z-Score Outlier Detection\"\n- \"Simple Z-Score Outlier Detection - 2\"\n\nThe presentation was light in tone, largely dedicated to encouraging Kaggle involvement as well as the reticulate R package for R : Python interoperability.\n\n**Opening**\n![Opening](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fb127bcb1339f9641ac70b87350b44fff%2FSlide1.JPG?generation=1711495596713916&alt=media)\n**Goals For Today**\n![Goals For Today](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fd3b6d23b967b3afcd708906faa6ca5b8%2FSlide2.JPG?generation=1711495628332746&alt=media)\n**About Rick Pack**\n![About Rick Pack](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F33ad1b50e1e338eb1e6e519bfe147774%2FSlide3.JPG?generation=1711495659691833&alt=media)\n**Optiver Competition : Highest Rated Notebook of Mine**\n![Optiver Competition : Highest Rated Notebook of Mine](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F63eff63f322ad90b896fc3f188e7624f%2FSlide4.JPG?generation=1711495712352418&alt=media)\n**Home Credit competition - Converting Notebook Comments to English**\n![Home Credit competition - Converting Notebook Comments to English](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F70e2e94c5cc0413add71c9a9bf6b04da%2FSlide5.JPG?generation=1711495788852726&alt=media)\n**Home Credit competition - Many Predictors**\n![Home Credit competition - Many Predictors](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Ffcb7f500b268f634be7ddb2a3aa263bd%2FSlide6.JPG?generation=1711495858238392&alt=media)\n**Home Credit competition - Many Predictors**\n![Home Credit competition - Many Predictors](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F365a935bfa8688e64697092f72c893af%2FSlide7.JPG?generation=1711495907272494&alt=media)\n**Past Due Top Predictor**\n![Past Due Top Predictor](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7930726ba0e1675b68e0dc7d8f67ede9%2FSlide8.JPG?generation=1711495955742187&alt=media)\n**Author Kevin Feasel - Anomaly Detection Inspiration**\n![Author Kevin Feasel - Anomaly Detection Inspiration](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Ff7af21b8bfee44195ee43ae8c9574d89%2FSlide9.JPG?generation=1711496009440705&alt=media)\n**\"Finding Ghosts In Your Data\" book by Kevin Feasel + Github\"**\n![\"Finding Ghosts In Your Data\" book by Kevin Feasel + Github\"](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F42874edb5f4b72d966629ba92cdc5ca2%2FSlide10.JPG?generation=1711496064165859&alt=media)\n**Kaggle Notebook - Internet On to Install Packages**\n![Kaggle Notebook - Internet On to Install Packages](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fef73caffcd870974c1ad8d667fd64e41%2FSlide11.JPG?generation=1711496119756243&alt=media)\n**Simple Z-Score Outlier Detection**\nDid not evaluate for normal distribution!\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fa55dca0845008bdd4c65d2502fc35304%2FSlide12.JPG?generation=1711496173407514&alt=media)\n**Simple Z-Score Outlier Detection - 2**\n![Simple Z-Score Outlier Detection - 2](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F70e64825774834e04ce51306f4bc2afe%2FSlide13.JPG?generation=1711496205351684&alt=media)\n**Outlier Detection Techniques Being Pursued**\n![Outlier Detection Techniques Being Pursued](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fe0d18bf4e1361000015031e3fcd831f0%2FSlide14.JPG?generation=1711496274789704&alt=media)\n**Reticulate package for R : Python interoperability***\n![Reticulate package for R : Python interoperability](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F1d9b1608fcd288b7fa16675156c09fdb%2FSlide15.JPG?generation=1711496301148328&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F07003fe06aff09f957b036cdc1876b43%2FSlide16.JPG?generation=1711496351873477&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F14c384a56d82ce7f747404ebdf743d73%2FSlide17.JPG?generation=1711496372257215&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F11158b02b8ac128be1b52a77c78eca53%2FSlide18.JPG?generation=1711496395632888&alt=media)\n**GoDaddy Microbusiness Prediction Kaggle Competition**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fe7286243d008f5e3770880e7b7c6f340%2FSlide19.JPG?generation=1711496433290253&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7c307d5ecad8b559c70d98510c8d0b6a%2FSlide20.JPG?generation=1711496454832070&alt=media)\n**Census Reporter Website**\n![Census Reporter Website](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F91562f6623f5aa75f32e136dc7d943be%2FSlide21.JPG?generation=1711496481512246&alt=media)\n**Curious Trendline - 1 for Microbusiness Density**\n![Curious Trendline - 1 for Microbusiness Density](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F8c66c7e005d56371651d9a5949557407%2FSlide22.JPG?generation=1711496523016107&alt=media)\n**R ggplot2 usage for dataviz**\n![R ggplot2 usage for dataviz](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F4cfcb532e272b59c641af72888e5cf60%2FSlide23.JPG?generation=1711496542112345&alt=media)\n**Curious Trendline - 2 for Microbusiness Density**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F1e167ce30570f318c59de828fa2e1614%2FSlide24.JPG?generation=1711496577580972&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F528c027f23aecc43853304b397e68012%2FSlide25.JPG?generation=1711496611381168&alt=media)\n**Reticulate Problem Solving - 1**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7c76583371a12488e54a3b9b9b4d88b1%2FSlide26.JPG?generation=1711496633065318&alt=media)\n**Reticulate Problem Solving - 2**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F3f4ef603104335dab9ec17e3d21f87f6%2FSlide27.JPG?generation=1711496652855712&alt=media)\n**Reticulate Problem Solving - 3**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fd498d9af6807fbec21d1af1587bbf726%2FSlide28.JPG?generation=1711496696578657&alt=media)\n**Reticulate Problem Solving - 4**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F5c361455a4390dc2831299628267aea7%2FSlide29.JPG?generation=1711496728307075&alt=media)\n**Grubbs Test - Univariate Outlier**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F05e4df9624c5233597503d87e91f7e4b%2FSlide30.JPG?generation=1711496764283135&alt=media)\n**Run Python Lines in R**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F8227e586c85dd630cd37c20cf55f4ead%2FSlide31.JPG?generation=1711496792429069&alt=media)\n**Out of Memory - loci multivariate outlier**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F051823cd03471fd7dab16dc0455de614%2FSlide32.JPG?generation=1711496829217120&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fd54e2ac93f1f9d7cea06d31a7bbeb5a8%2FSlide33.JPG?generation=1711496903339894&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F6c2e1994de69552df19059c3bbdbd9d4%2FSlide34.JPG?generation=1711496915047154&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7c6277726d4e2b55aa43c9d2df7e2f8b%2FSlide35.JPG?generation=1711496926032977&alt=media)",
      "votes": null
    },
    {
      "id": "2718479",
      "postDate": "03/27/2024 06:12:57",
      "content": "<p>I am confused, This is a different competition you're talking about, and its very vaguely related to this competition</p>",
      "rawMarkdown": "I am confused, This is a different competition you're talking about, and its very vaguely related to this competition",
      "votes": null
    },
    {
      "id": "2718986",
      "postDate": "03/27/2024 11:44:44",
      "content": "<p>Thank you, it's a good point. I just added indications of what slides are most relevant to this presentation such as the correlogram on the second \"Home Credit competition - Many Predictors\" slide. I actually assumed that the rules indicated no private engagement with others about the competition, aside from within one's Kaggle-identified team. To be safe, I provided all of the slides and soon will provide a link to the video.</p>\n<p>I will probably check the rules this weekend. </p>",
      "rawMarkdown": "Thank you, it's a good point. I just added indications of what slides are most relevant to this presentation such as the correlogram on the second \"Home Credit competition - Many Predictors\" slide. I actually assumed that the rules indicated no private engagement with others about the competition, aside from within one's Kaggle-identified team. To be safe, I provided all of the slides and soon will provide a link to the video.\n\nI will probably check the rules this weekend.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2718479,
      "author_name": "luciferisback",
      "author_url": "",
      "post_date": "03/27/2024 06:12:57",
      "content": "<p>I am confused, This is a different competition you're talking about, and its very vaguely related to this competition</p>",
      "votes": null,
      "replies": [
        {
          "id": 2718986,
          "author_name": "rickpack",
          "author_url": "",
          "post_date": "03/27/2024 11:44:44",
          "content": "<p>Thank you, it's a good point. I just added indications of what slides are most relevant to this presentation such as the correlogram on the second \"Home Credit competition - Many Predictors\" slide. I actually assumed that the rules indicated no private engagement with others about the competition, aside from within one's Kaggle-identified team. To be safe, I provided all of the slides and soon will provide a link to the video.</p>\n<p>I will probably check the rules this weekend. </p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2718079": "To ensure compliance with the competition rules, providing screenshots from the presentation I gave today about this competition as well as the completed [GoDaddy Microbusiness Density competition](https://www.kaggle.com/competitions/godaddy-microbusiness-density-forecasting). Thank you to fellow TriPASS board members president Kevin Feasel and vice-president Tracy Boggiano for the opportunity! The [event sign-up page has a brief description](https://www.meetup.com/tripass/events/299619548).\n\n**Slides relevant to this competition**\n- \"Home Credit competition - Converting Notebook Comments to English\"\n- \"Home Credit competition - Many Predictors\" (*2 slides*)\n- \"Past Due Top Predictor\"\n- \"Simple Z-Score Outlier Detection\"\n- \"Simple Z-Score Outlier Detection - 2\"\n\nThe presentation was light in tone, largely dedicated to encouraging Kaggle involvement as well as the reticulate R package for R : Python interoperability.\n\n**Opening**\n![Opening](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fb127bcb1339f9641ac70b87350b44fff%2FSlide1.JPG?generation=1711495596713916&alt=media)\n**Goals For Today**\n![Goals For Today](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fd3b6d23b967b3afcd708906faa6ca5b8%2FSlide2.JPG?generation=1711495628332746&alt=media)\n**About Rick Pack**\n![About Rick Pack](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F33ad1b50e1e338eb1e6e519bfe147774%2FSlide3.JPG?generation=1711495659691833&alt=media)\n**Optiver Competition : Highest Rated Notebook of Mine**\n![Optiver Competition : Highest Rated Notebook of Mine](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F63eff63f322ad90b896fc3f188e7624f%2FSlide4.JPG?generation=1711495712352418&alt=media)\n**Home Credit competition - Converting Notebook Comments to English**\n![Home Credit competition - Converting Notebook Comments to English](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F70e2e94c5cc0413add71c9a9bf6b04da%2FSlide5.JPG?generation=1711495788852726&alt=media)\n**Home Credit competition - Many Predictors**\n![Home Credit competition - Many Predictors](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Ffcb7f500b268f634be7ddb2a3aa263bd%2FSlide6.JPG?generation=1711495858238392&alt=media)\n**Home Credit competition - Many Predictors**\n![Home Credit competition - Many Predictors](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F365a935bfa8688e64697092f72c893af%2FSlide7.JPG?generation=1711495907272494&alt=media)\n**Past Due Top Predictor**\n![Past Due Top Predictor](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7930726ba0e1675b68e0dc7d8f67ede9%2FSlide8.JPG?generation=1711495955742187&alt=media)\n**Author Kevin Feasel - Anomaly Detection Inspiration**\n![Author Kevin Feasel - Anomaly Detection Inspiration](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Ff7af21b8bfee44195ee43ae8c9574d89%2FSlide9.JPG?generation=1711496009440705&alt=media)\n**\"Finding Ghosts In Your Data\" book by Kevin Feasel + Github\"**\n![\"Finding Ghosts In Your Data\" book by Kevin Feasel + Github\"](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F42874edb5f4b72d966629ba92cdc5ca2%2FSlide10.JPG?generation=1711496064165859&alt=media)\n**Kaggle Notebook - Internet On to Install Packages**\n![Kaggle Notebook - Internet On to Install Packages](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fef73caffcd870974c1ad8d667fd64e41%2FSlide11.JPG?generation=1711496119756243&alt=media)\n**Simple Z-Score Outlier Detection**\nDid not evaluate for normal distribution!\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fa55dca0845008bdd4c65d2502fc35304%2FSlide12.JPG?generation=1711496173407514&alt=media)\n**Simple Z-Score Outlier Detection - 2**\n![Simple Z-Score Outlier Detection - 2](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F70e64825774834e04ce51306f4bc2afe%2FSlide13.JPG?generation=1711496205351684&alt=media)\n**Outlier Detection Techniques Being Pursued**\n![Outlier Detection Techniques Being Pursued](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fe0d18bf4e1361000015031e3fcd831f0%2FSlide14.JPG?generation=1711496274789704&alt=media)\n**Reticulate package for R : Python interoperability***\n![Reticulate package for R : Python interoperability](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F1d9b1608fcd288b7fa16675156c09fdb%2FSlide15.JPG?generation=1711496301148328&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F07003fe06aff09f957b036cdc1876b43%2FSlide16.JPG?generation=1711496351873477&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F14c384a56d82ce7f747404ebdf743d73%2FSlide17.JPG?generation=1711496372257215&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F11158b02b8ac128be1b52a77c78eca53%2FSlide18.JPG?generation=1711496395632888&alt=media)\n**GoDaddy Microbusiness Prediction Kaggle Competition**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fe7286243d008f5e3770880e7b7c6f340%2FSlide19.JPG?generation=1711496433290253&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7c307d5ecad8b559c70d98510c8d0b6a%2FSlide20.JPG?generation=1711496454832070&alt=media)\n**Census Reporter Website**\n![Census Reporter Website](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F91562f6623f5aa75f32e136dc7d943be%2FSlide21.JPG?generation=1711496481512246&alt=media)\n**Curious Trendline - 1 for Microbusiness Density**\n![Curious Trendline - 1 for Microbusiness Density](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F8c66c7e005d56371651d9a5949557407%2FSlide22.JPG?generation=1711496523016107&alt=media)\n**R ggplot2 usage for dataviz**\n![R ggplot2 usage for dataviz](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F4cfcb532e272b59c641af72888e5cf60%2FSlide23.JPG?generation=1711496542112345&alt=media)\n**Curious Trendline - 2 for Microbusiness Density**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F1e167ce30570f318c59de828fa2e1614%2FSlide24.JPG?generation=1711496577580972&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F528c027f23aecc43853304b397e68012%2FSlide25.JPG?generation=1711496611381168&alt=media)\n**Reticulate Problem Solving - 1**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7c76583371a12488e54a3b9b9b4d88b1%2FSlide26.JPG?generation=1711496633065318&alt=media)\n**Reticulate Problem Solving - 2**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F3f4ef603104335dab9ec17e3d21f87f6%2FSlide27.JPG?generation=1711496652855712&alt=media)\n**Reticulate Problem Solving - 3**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fd498d9af6807fbec21d1af1587bbf726%2FSlide28.JPG?generation=1711496696578657&alt=media)\n**Reticulate Problem Solving - 4**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F5c361455a4390dc2831299628267aea7%2FSlide29.JPG?generation=1711496728307075&alt=media)\n**Grubbs Test - Univariate Outlier**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F05e4df9624c5233597503d87e91f7e4b%2FSlide30.JPG?generation=1711496764283135&alt=media)\n**Run Python Lines in R**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F8227e586c85dd630cd37c20cf55f4ead%2FSlide31.JPG?generation=1711496792429069&alt=media)\n**Out of Memory - loci multivariate outlier**\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F051823cd03471fd7dab16dc0455de614%2FSlide32.JPG?generation=1711496829217120&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2Fd54e2ac93f1f9d7cea06d31a7bbeb5a8%2FSlide33.JPG?generation=1711496903339894&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F6c2e1994de69552df19059c3bbdbd9d4%2FSlide34.JPG?generation=1711496915047154&alt=media)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F528081%2F7c6277726d4e2b55aa43c9d2df7e2f8b%2FSlide35.JPG?generation=1711496926032977&alt=media)",
    "2718479": "I am confused, This is a different competition you're talking about, and its very vaguely related to this competition",
    "2718986": "Thank you, it's a good point. I just added indications of what slides are most relevant to this presentation such as the correlogram on the second \"Home Credit competition - Many Predictors\" slide. I actually assumed that the rules indicated no private engagement with others about the competition, aside from within one's Kaggle-identified team. To be safe, I provided all of the slides and soon will provide a link to the video.\n\nI will probably check the rules this weekend."
  },
  "source": "meta"
}