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Author: Terence Shin

A Thorough Explanation of the Naive Bayes Classifier
Data Science

A Thorough Explanation of the Naive Bayes Classifier

Terence Shinby Terence ShinJune 2, 2020May 24, 2020

Naive Bayes. What may seem like a very confusing algorithm is actually one of the simplest algorithms once understood. Part of why it’s so simple …

How Artificial Intelligence is Transforming Business
Artificial Intelligence / Data Science / Machine Learning

How Artificial Intelligence is Transforming Business

Terence Shinby Terence ShinMay 25, 2020May 27, 2020

A Deeper Look into the Fourth Industrial Revolution Industrial revolutions only happen once in a blue moon, and yet, we find ourselves in the process …

A Beginner-Friendly Explanation of Neural Networks
Machine Learning

A Beginner-Friendly Explanation of Neural Networks

Terence Shinby Terence ShinMay 20, 2020May 27, 2020

Preface When I started to learn about neural networks, I found that the quality of introductory information for such a complex topic didn’t exist. I …

As the Need for Machine Learning Grows, So Does MLOps
Data Science / Datatron Platform / Machine Learning

As the Need for Machine Learning Grows, So Does MLOps

Terence Shinby Terence ShinMay 18, 2020May 21, 2020

A Beginner’s Guide to MLOps and the Importance of It Some people say that ‘Data Science’, ‘Machine Learning’, and ‘Artificial Intelligence’ are nothing more than …

How Gender Bias Led to the Scrutiny of the Apple Card
Data Science / Machine Learning

How Gender Bias Led to the Scrutiny of the Apple Card

Terence Shinby Terence ShinMay 12, 2020May 21, 2020

Revolutionizing the Credit Card Industry Imagine a world where credit cards have no hidden fees, no ridiculous interest rates, and also encourage you to develop …

Real-life Examples of Discriminating Artificial Intelligence
Machine Learning

Real-life Examples of Discriminating Artificial Intelligence

Terence Shinby Terence ShinApril 28, 2020May 25, 2020

Artificial Intelligence. Some say that it’s a buzzword that doesn’t really mean much. Others say that it’s the cause of the end of humanity. The …

A Walkthrough of the Machine Learning Life Cycle
Data Science / Datatron Platform / Machine Learning

A Walkthrough of the Machine Learning Life Cycle

Terence Shinby Terence ShinApril 21, 2020April 30, 2020

Do you have a project idea but you don’t know where to start? Or maybe you have a dataset and want to build a machine …

An Introduction to Ethics in AI
Machine Learning

An Introduction to Ethics in AI

Terence Shinby Terence ShinApril 14, 2020April 23, 2020

Background of Artificial Intelligence Artificial Intelligence (AI) has been a hot topic in the twenty-first century. It’s become so prevalent that there’s a need for …

Understanding the Confusion Matrix for Model Evaluation & Monitoring
Data Science / Machine Learning

Understanding the Confusion Matrix for Model Evaluation & Monitoring

Terence Shinby Terence ShinApril 10, 2020April 15, 2020

Introduction Anyone can build a machine learning (ML) model with a few lines of code, but building a good machine learning model is a whole …

What is Model Drift?
Data Science

What is Model Drift?

Terence Shinby Terence ShinMarch 18, 2020April 16, 2020

“Change is the only constant in life.” This quote was by a Greek philosopher named Heraclitus, and it’s such an interesting quote because it’s unironically …

What Is Statistical Bias and Why Is It So Important in Data Science?
Data Science / Datatron Platform

What Is Statistical Bias and Why Is It So Important in Data Science?

Terence Shinby Terence ShinFebruary 18, 2020April 23, 2020

Statistical Bias is an essential concept to create accurate machine learning models Imagine this. You’re running for president and you want to be the voice …

9 Fascinating Novel Coronavirus Statistics and Data Visualizations
Data Science

9 Fascinating Novel Coronavirus Statistics and Data Visualizations

Terence Shinby Terence ShinFebruary 16, 2020April 23, 2020

Here’s what you should know about the Novel Coronavirus (COVID-19) as of today These numbers are as of February 15, 2020 and are taken from …

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About Datatron

Datatron provides a single model governance platform for all of your ML, AI, and Data Science models in production. We are entirely Vendor and Framework agnostic, including, SAS, H2O, Python, R, Scikit-Learn, TensorFlow, and more. Our offerings include Model Deployment, Model Monitoring, Model Transparency, and many more features automated to make AI model management easy.

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