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Category: Data Science

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 …

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 …

Multivariate Analysis Techniques for Exploring Data
Data Science / Machine Learning

Multivariate Analysis Techniques for Exploring Data

Vikas Sawantby Vikas SawantApril 16, 2020May 8, 2020

Most problems in the world we deal with have multiple variables. To analyze these variables before they can be fed to a machine learning framework, …

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 …

2020 AI Trends in Banking
Data Science / Machine Learning

2020 AI Trends in Banking

Vikas Sawantby Vikas SawantApril 7, 2020April 14, 2020

Trend #1: AI in Banking Trends in Banking in 2020 and AI since the COVID-19 lockdown:  The concepts of money and transactions have seen it all! …

How to Explain Model Bias to Regulators
Data Science / Datatron Platform / Machine Learning

How to Explain Model Bias to Regulators

Vikas Sawantby Vikas SawantMarch 25, 2020April 16, 2020

What models are we talking about? Have you ever wondered how Netflix recommends movies suited to your taste? Ever thought about how self-driven cars have …

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 …

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 …

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 …

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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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