Project Management Blog
What is an AI Program Manager?
The potential of AI to transform industries and societies is undeniable. However, bridging the gap between...
Data Analytics vs Data Science
Data Analytics vs Data Science – Is there a difference between these two fields? With the explosion of the need...
Managing Generative AI Projects
Not stopping at merely utilizing apps like ChatGPT, many companies are building, or exploring the possibility of...
ChatGPT and Data Science Projects
Generative AI, used in Bard and ChatGPT, will provide innovative ways for teams to collaborate and execute projects,...
Data Science Agility: A Benchmark
Do data science teams use (or think they use) an agile data science team process framework? To help find out, Sucheta...
5 Aspects to Managing a Data Science Team
To deliver useful data science projects, it is important to effectively manage the data science team. But what does it...
8 Free Data Science Ethics Courses
The rise of big data and data science is already having a significant positive impact on our lives. However, there are...
Achieving Responsible AI
Machine learning predictive models are often used in data science projects. These models often deliver significant...
The Project Manager in Data Science
Data science is an exciting field that can impact nearly all industries and many facets of daily life. Yet in...
The Machine Learning Process
The machine learning process defines the flow of work that a data science team executes to create and deliver a...
15 Data Science Documentation Best Practices
There’s no single data science project documentation recipe. Rather, your documentation needs will vary by project,...
9 Pieces of a Data Science Strategic Plan
A data science strategic plan isn’t just about data. Rather, it is a comprehensive plan that defines how you build and maintain an ecosystem that delivers sustainable value from your data science investments.
Developing this plan is not easy. So why bother?
Well, without one, you could be steering down a path without knowing where it is going…
The Data Science Project Checklist
What do flight attendants, surgical teams, and successful data science project managers have in common? They all use a...
What is Machine Learning Operations?
Machine Learning Model Operations is a multidisciplinary field that is gaining traction as organizations are realizing...
Managing AI projects: 6 Concepts to Help Lead an AI Team
The importance of AI project management, or more specifically, managing AI projects, is highlighted by a survey...
Project Management for Data Analytics
This post will explore managing analytics projects by focusing on three questions: What is the difference between a...
KDD and Data Mining
What Is the KDD Process? Dating back to 1989, the namesake Knowledge Discovery in Database represents the overall...
Why Big Data Science & Data Analytics Projects Fail
The Boston Dynamics humanoid robot tripping over a curtain and tumbling off stage? A prediction model that tips a...
Managing Machine Learning Projects
If you are leading machine learning projects, you have probably noticed (or soon will notice) that machine learning...
Data Science Project Roadmap Example
Various process models and frameworks such as CRISP-DM, TDSP, Domino Data Labs Life Cycle, or Data Driven Scrum...
10 Data Science Ethics Questions
While the potential ethical issues that might arise when using data science and artificial intelligence have certainly...
10 Data Science Project Metrics
Ironically, data science teams that are so intensely focused on model measurement often don’t measure their own...
10 Questions to Ask Before Starting a Data Science Project
Data science projects are challenging. To increase your odds of success, start them by asking several key data science...
Ad Hoc Data Science
ad hoc (adv) - "for the particular end or case at hand without consideration of wider application" -Merriam Webster...
