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Data Science

Blog

MLOps: 5 Common Pitfalls and How to Overcome Them

Aaron Reed
AI GovernanceBusiness ExecutivesData ScientistsMachine LearningML EngineersMLOps
    Tell me if this sounds familiar. Your company decided to use data to solve a problem but new problems [...]
Blog

What is Model Drift

Lance Wills, Head of AI Growth @Datatron
“Change is the only constant in life.” This quote was by a Greek philosopher named Heraclitus, and it’s such an [...]
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Being a Data Scientist in the Modern Era

Lance Wills, Head of AI Growth @Datatron
Traditionally, being a Data Scientist is regarded as a domain exclusive to some people who understand mathematics and [...]
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What is Statistical Bias and Why is it so Important in Data Science?

Lance Wills, Head of AI Growth @Datatron
Image by Arek Socha from Pixabay Introduction Imagine this. You’re running for president and you want to be the [...]
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Basic Statistics You NEED to Know for Data Science

Lance Wills, Head of AI Growth @Datatron
The purpose of this is to provide a comprehensive overview of the fundamentals of statistics that you’ll need to [...]
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What is Exploratory Data Analysis?

Lance Wills, Head of AI Growth @Datatron
Exploratory Data Analysis (EDA), also known as Data Exploration, is a step in the Data Analysis Process, where a number [...]
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Real-life Examples of Discriminating Artificial Intelligence

Lance Wills, Head of AI Growth @Datatron
Artificial Intelligence. Some say that it’s a buzzword that doesn’t really mean much. Others say that it’s [...]
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A Simple Guide to A/B Testing for Data Science

Lance Wills, Head of AI Growth @Datatron
Picture created by myself, Terence Shin, and Freepik Check out my article ‘Hypothesis Testing Explained as Simply as [...]
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Specializations and Opportunities in Healthcare Data Science

Lance Wills, Head of AI Growth @Datatron
The applications of data science and software engineering in Healthcare are vast. From applying Bayesian Statistics in [...]