Methodology
All articles
17 total
PRINCE2 Updated
Projects IN Controlled Environments
Glossary
Added 28 Mar
·
Upd 25 Sep
·2 min
Agile for AI Projects
Adapting Agile to Machine Learning
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Agile vs Waterfall for AI Projects
A Structured Comparison
Comparisons
Added 28 Mar
·
Upd 14 Jun
·6 min
AI Systems Are Software Systems
Why production AI requires the same engineering discipline as any …
Guides
Added 31 Mar
·
Upd 30 May
·9 min
Constraint-Driven Comparisons: Why 'Better' Is the Wrong Question
Most technology comparisons rank features and declare a winner. The …
Guides
Added 3 Sep
·
Upd 3 Sep
·8 min
CRISP-DM vs Microsoft TDSP
Data Science Project Methodologies Compared
Comparisons
Added 28 Mar
·
Upd 14 Jun
·5 min
CRISP-DM: Cross-Industry Standard Process for Data Mining
The most widely used methodology for data science and machine learning …
Frameworks
Added 28 Mar
·
Upd 30 May
·4 min
Everything as Code: Treating All Artifacts as Software
The principle of defining infrastructure, configuration, documentation, …
Guides
Added 31 Mar
·
Upd 30 May
·7 min
Extreme Programming (XP)
Software Engineering
Added 26 Mar
·
Upd 30 May
·7 min
Kanban for Software Development
Software Engineering
Added 26 Mar
·
Upd 30 May
·7 min
Open Practice Library
What the Open Practice Library is, its key practices for AI projects, …
Glossary
Added 25 Mar
·
Upd 30 May
·3 min
TDSP: Microsoft's Team Data Science Process
A structured, agile methodology for delivering data science and AI …
Frameworks
Added 28 Mar
·
Upd 30 May
·4 min
The Agile Manifesto
Software Engineering
Added 26 Mar
·
Upd 30 May
·7 min
The Scrum Framework
Software Engineering
Added 26 Mar
·
Upd 30 May
·9 min
Version Control Fundamentals and Git
Software Engineering
Added 31 Mar
·
Upd 30 May
·13 min
Waterfall Methodology
Software Engineering
Added 26 Mar
·
Upd 30 May
·6 min
Waterfall vs Agile for AI Projects
When Each Approach Works
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Work with Linda Mohamed, AWS Community Hero