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The Machine Learning Manifesto on Cultural Primitives for Engineering Teams
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The Machine Learning Manifesto
The Machine Learning Manifesto
After months of insightful discussion, feedback and research I venture and propose a list of 42 principles for more holistic machine…
Jean Voigt
Feb 10, 2022
The Machine Learning Product Strategy Journey
The Machine Learning Product Strategy Journey
Thinking beyond use cases and business objectives opens the path for fundamental and lasting benefits and products
Jean Voigt
Jan 6, 2022
5 Ideas to Maintain Senior Executive Involvement for Machine Learning
5 Ideas to Maintain Senior Executive Involvement for Machine Learning
How to keep executive teams engaged throughout the machine learning journey in a highly regulated business environment
Jean Voigt
Dec 3, 2021
6 Strategic Process Considerations Beyond MLOps
6 Strategic Process Considerations Beyond MLOps
The combination of agile execution, product management, audit controls, and operational resilience integrate MLOps into the corporate…
Jean Voigt
Aug 23, 2021
Addressing 4 Key Cross-Functional Conflicts in AI/ML Initiatives
Addressing 4 Key Cross-Functional Conflicts in AI/ML Initiatives
Legal, data management & documentation plus disintermediation are good for a long-term AI journey
Jean Voigt
Jun 8, 2021
6 Reasons to Spend More Time Thinking About Labels
6 Reasons to Spend More Time Thinking About Labels
A lot of effort goes into feature engineering. By comparison it seems labels receive much less attention. Perhaps it is time to change…
Jean Voigt
Jun 4, 2021
Did You Consider These 6 Organizational & Structural Aspects For AI Teams?
Did You Consider These 6 Organizational & Structural Aspects For AI Teams?
Observations on federated or decentral AI/ML and data science organization supported by serving leaders with limited new or additional…
Jean Voigt
May 31, 2021
Data Myopia And Other Distractions
Data Myopia And Other Distractions
What is the right organizational culture for a machine learning initiative? Practical observations & the start of a conversation
Jean Voigt
May 17, 2021
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