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Category: Machine Learning

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 …

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, …

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 …

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 …

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 …

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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