Difference between revisions of "Checklists"
m (→Lists...) |
m (→Lists...) |
||
Line 23: | Line 23: | ||
=== Lists... === | === Lists... === | ||
− | * [http://towardsdatascience.com/the-essential-machine-learning-project-checklist-3ad6a7a49c37 The Essential Machine Learning Project Checklist |] [http://PatrickDeGuzman.me |Patrick De Guzman] - Towards Data Science ...To guide you step-by-step from raw data to a working ML model. | + | * [http://towardsdatascience.com/the-essential-machine-learning-project-checklist-3ad6a7a49c37 The Essential Machine Learning Project Checklist | ] [http://PatrickDeGuzman.me |Patrick De Guzman] - Towards Data Science ...To guide you step-by-step from raw data to a working ML model. |
* [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] |
Revision as of 08:03, 21 September 2020
YouTube search... ...Google search
- AI Solver
- Strategy & Tactics
- Evaluation
- AI Governance
- Case Studies
- Co-Designing Checklists to Understand Organizational Challenges and Opportunities around Fairness in AI | M. Madaio, L. Stark, J. Vaughan, and H. Wallach
Lists...
- The Essential Machine Learning Project Checklist | |Patrick De Guzman - Towards Data Science ...To guide you step-by-step from raw data to a working ML model.
- ML project checklist | Subhojit Banerjee - Medium
- The Machine Learning Project Checklist | Matthew Mayo
- A Checklist for working with Complex ML Problems | Sanchit Aggarwal
- Data project checklist | fast.ai
- 5 Questions To Ask Before Putting AI Into Practice And A Checklist For Success | Acquisition International
- Machine Learning cheat sheets – Compilation 2020 | RoboticsBiz
- Cheat Sheets for AI, Neural Networks, Machine Learning, Deep Learning & Big Data | Stefan Kojouharov - BecomingHuman.AI - Medium ...GitHub ...PDF
- The complete list to make you an AI Pro | Rita Dass - Predict - Medium
- 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
YouTube search... ...Google search
- 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
|
|
|
|
AI Failures
|
|