The process Microsoft is using for its ML & AI Projects
The modern process to deliverying and manage ML and AI projects by Microsoft, how their lifecycle compares with the CRISP-DM and the downside of this approach.
How Machine Learning systems stand out from traditional software systems
To better understand why a different management approach is needed, we first need to see how traditional software development differs from data science and machine learning.
Common delivery approaches used in enterprises for digital products prior to the popularity of Generative AI Copy
An overview of common delivery methodologies that have been applied for decades in data projects, predating the recent surge in the popularity of AI and machine learning
An introduction to the fundamentals of types of AI & Generative AI
Everyone is talking about Artificial Intelligence or AI, and using acronyms like ML, LLM and Generative AI. But what do they all mean and how do they come together?
