Difference between revisions of "Checklists"
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* [[Strategy & Tactics]] | * [[Strategy & Tactics]] | ||
| − | === Checklists === | + | === [http://www.google.com/search?q=how+checklist+Machine+artificial+intelligence+deep+learning+models+ML Checklists] === |
* [http://medium.com/@subhojit20_27731/ml-project-checklist-document-for-my-own-reference-feel-free-to-use-it-if-you-want-reference-408b4b6a8fb9 ML project checklist | Subhojit Banerjee - Medium] | * [http://medium.com/@subhojit20_27731/ml-project-checklist-document-for-my-own-reference-feel-free-to-use-it-if-you-want-reference-408b4b6a8fb9 ML project checklist | Subhojit Banerjee - Medium] | ||
* [http://www.kdnuggets.com/2018/12/machine-learning-project-checklist.html The Machine Learning Project Checklist | Matthew Mayo] | * [http://www.kdnuggets.com/2018/12/machine-learning-project-checklist.html The Machine Learning Project Checklist | Matthew Mayo] | ||
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<youtube>ghw7NbuZU2I</youtube> | <youtube>ghw7NbuZU2I</youtube> | ||
| − | === Common Mistakes === | + | === [http://www.google.com/search?q=mistakes+avoid+Machine+artificial+intelligence+deep+learning+models+ML Common Mistakes] === |
* [http://www.computerworld.co.nz/article/521906/12_predictive_analytics_screw-ups/ 12 predictive analytics screw-ups | Robert L. Mitchell] | * [http://www.computerworld.co.nz/article/521906/12_predictive_analytics_screw-ups/ 12 predictive analytics screw-ups | Robert L. Mitchell] | ||
* [http://biodatamining.biomedcentral.com/articles/10.1186/s13040-017-0155-3 Ten quick tips for machine learning in computational biology | Davide Chicco] | * [http://biodatamining.biomedcentral.com/articles/10.1186/s13040-017-0155-3 Ten quick tips for machine learning in computational biology | Davide Chicco] | ||
Revision as of 14:18, 12 January 2019
YouTube search... ...Google search
Checklists
- ML project checklist | Subhojit Banerjee - Medium
- The Machine Learning Project Checklist | Matthew Mayo
- A Checklist for working with Complex ML Problems | Sanchit Aggarwal
- How to Use a Machine Learning Checklist to Get Accurate Predictions, Reliably (even if you are a beginner) | Jason Brownlee
- Machine Learning project checklist | IC-Unicamp
- Machine Learning: Are You Ready? A 7-Part Checklist | Kimberly Nevala
Common Mistakes
- 12 predictive analytics screw-ups | Robert L. Mitchell
- Ten quick tips for machine learning in computational biology | Davide Chicco
- Top 6 errors novice machine learning engineers make | Christopher Dossman
- 5 machine learning mistakes – and how to avoid them | SAS
- 13 Common Mistakes Amateur Data Scientists Make and How to Avoid Them? | Pranav Dar - Analytics Vidhya
