Data-driven, decision-making business intelligence
The development of business intelligence Like many technologies, business intelligence models are also evolving. From the early days when BI was limited to excel workshee...
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Metrics of Social Teratogenesis
I originally introduced the idea of social teratogenesis to Data Science Central in relation to the employees of a company. I will be taking this opportunity to apply the...
The Ethical AI Application Pyramid
In the blog “How Can Your Organization Manage AI Model Biases?”, I wrote: “In a world more and more driven by AI models, Data Scientists cannot effectively ascertai...
DSC Podcast Series: How to Start Tackling AI Bias, Part 1: The Human Side of AI Bias
The stories of bias in AI are everywhere: Amazon’s recruiting tool, Apple’s credit card limits, Google’s facial recognition, and dozens more. The quick solution is ...
Can Artificial Intelligence Really be “Explainable”?
I myself do epidemiologic research, which rarely calls for developing machine learning models. Instead, I spend my time developing logistic regression models that I have ...
DSC Webinar Series: Knowledge Graph and Machine Learning: 3 Key Business Needs, One Platform
The COVID-19 pandemic has accelerated the pace of digital transformation across all industries. Organizations are looking for ways to accelerate their analytics, AI and m...
The Different Ways in Which Machine Learning Makes Healthcare Better
The continued evolution of technology has empowered humanity quite unlike anything else, offering tools and technologies to assist us in our daily endeavors. Take machine...
Amazing Things You Did Not Know You Could Do in Excel
I have included a lot of Excel spreadsheets in the numerous articles and books that I have written in the last 10 years, based either on real life problems or simulations...
All-purpose, Robust, Fast, Simple Non-linear Regression
Announcements Watch APEXX W3: The Data Science Workstation, and learn how an NVIDIA-certified BOXX workstation can accelerate your workflow. Access video here. Use real...
Common Statistical Errors
Data analysis is fraught with pitfalls, including too-small sample sizes. Bias can creep into the most well-intentioned of studies, Tips to avoid bias and choose the best...