The low code wave comes as AI takes center stage in business Low-code tools are revolutionizing businesses, enabling citizen developers to create new business applications that …
An Introduction to Class Imbalances: When the Outcome We Want to Predict is Infrequent, Accuracy Is Misleading
So What’s the Problem? If I told a million people “you won’t have a heart attack next year,” I would be 99.99% accurate. Of course this …
Excel Is Amazing, But It’s 2022 and It’s Time to Say Goodbye
Spreadsheets are the most used, and most misused tool when it comes to business analysis. Through the built-in capabilities, creative use of functions, and grit of …
How to Split Train / Test Correctly (And 4 Things That Can Go Wrong)
Part of our Data Science 201 Series. Make sure your models work in production, the way you expect them to based on model training. Why Split …
What is AutoML? And why should I use it?
What is AutoML? How does it work?
It’s time to use AI and Machine Learning like bar charts.
Organizations need to deploy AI and machine learning more widely, beyond just data science teams. Yes, sometimes these models will be imperfect, or even result in …
AI Can Explain Anything – Except Why No One Listens to Me
Why have advancements in Machine Learning (ML) imperfectly translated to better data driven decision making? How can business line stakeholders and data scientists bridge the gap …
Enhance Collaboration Between Data Scientists and Business Owners
In this blog, we discuss the collaboration challenges in data science today. Then, we share a case study of how one of our clients implemented live …
What is Predictive Analytics
Predictive analytics is about what will happen. Based on past examples and similar situations, an analyst can build models to forecast the current trajectory, or to …
What is Descriptive Analytics?
Descriptive analytics is about what happened. All organizations use descriptive analytics in some form. Common outputs of descriptive analysis include pre-configured dashboards, Excel charts, and sometimes …
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