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Author: Terence Shin

A Simple Guide to A/B Testing for Data Science
Data Science

A Simple Guide to A/B Testing for Data Science

Terence Shinby Terence ShinFebruary 14, 2020April 23, 2020

A/B Testing is one of the most important statistical methods for data scientists A/B testing is one of the most important concepts in data science …

A Machine Learning Project — Predicting Used Car Prices
Machine Learning

A Machine Learning Project — Predicting Used Car Prices

Terence Shinby Terence ShinFebruary 6, 2020April 23, 2020

A step by step guide to your first machine learning project! This is for those who want to get into data science, who have a …

How to Evaluate Your Machine Learning Models with Python Code!
Machine Learning

How to Evaluate Your Machine Learning Models with Python Code!

Terence Shinby Terence ShinJanuary 26, 2020March 26, 2020

Use these methods to ensure that you’ve created a good machine learning model with python code. You’ve finally built your machine learning model to predict …

Basic Statistics You NEED to Know for Data Science
Data Science

Basic Statistics You NEED to Know for Data Science

Terence Shinby Terence ShinJanuary 13, 2020March 26, 2020

Fundamental statistic concepts to get you started on your Data Science journey The purpose of this is to provide a comprehensive overview of the fundamentals …

An Extensive Step by Step Guide to Exploratory Data Analysis
Data Science

An Extensive Step by Step Guide to Exploratory Data Analysis

Terence Shinby Terence ShinJanuary 11, 2020March 26, 2020

My personal guide to performing Exploratory Data Analysis for any dataset What is Exploratory Data Analysis? Exploratory Data Analysis (EDA), also known as Data Exploration, …

All Machine Learning Models Explained in 6 Minutes
Machine Learning

All Machine Learning Models Explained in 6 Minutes

Terence Shinby Terence ShinJanuary 5, 2020March 25, 2020

Intuitive explanations of the most popular machine learning models. In my previous article, I explained what regression was and showed how it could be used in application. …

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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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