Data by itself is often useless. However, by transforming the data into human understandable insights, organizations...
Managing Data Science Projects at the National Innovation Centre for Data
The following is an interview between Nick Hotz and Dr. Matthew Edwards. Dr. Matthew Edwards Organization: National...
What is the Data Science Process?
A data science process can make or break a team. Indeed, we see time and time again that many of the reasons behind...
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 SEMMA?
The SAS Institute developed SEMMA as the process of data mining. It has five steps (Sample, Explore, Modify, Model,...
What is Machine Learning Operations?
Machine Learning Model Operations is a multidisciplinary field that is gaining traction as organizations are realizing...
Data Analyst vs Data Scientist
Often, we get asked: “What’s the difference between the data analyst vs data scientist role”? Indeed, the roles have...
KDD and Data Mining
What Is the KDD Process? Dating back to 1989, the namesake Knowledge Discovery in Database represents the overall...
What is a Data Science Life Cycle?
A data science life cycle is an iterative set of data science steps you take to deliver a project or analysis. Because...
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...