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Tag: Statistics

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 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 …

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, …

Data Science & Analytics (DSA) — The Need for Productivity Tools
Data Science / Datatron Platform / Machine Learning

Data Science & Analytics (DSA) — The Need for Productivity Tools

Harish Doddiby Harish DoddiDecember 17, 2017April 23, 2020

In my last post on Data Science — the new era, I have described how traditional data science is undergoing a change in the Enterprise. In this post, …

Being a Data Scientist in the Modern Era
Data Science / Datatron Platform

Being a Data Scientist in the Modern Era

Harish Doddiby Harish DoddiDecember 8, 2017April 23, 2020

Traditionally, being a Data Scientist is regarded as a domain exclusive to some people who understand mathematics and statistics. But this will change in the …

Recent Posts

  • What is Model Bias in Machine Learning?
  • What is ML Ops?
  • Building Trust and Transparency into Machine Learning Models
  • Demystifying Model Governance
  • A Good Data Scientist is a Good Engineer First

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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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