Data Skeptic

Haywire Algorithms

Jun 6, 2022

33:33

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Highlights

AI Chapters

Episode notes

Can Machine Learning Be Used to Prevent Pandemics?

01:58

The Pandemic - Is There Anything You Can Do About It?

01:45

Should a Machine Learning Practitioner Be Aware of the Factors Preferable to Distort?

01:47

Introduction

2min

Machine Learning in Clinical Care?

2min

Is There a Human in the Loop for Deployment?

2min

Using Machine Learning to Predict a Patient's Prognosis

2min

How the Pandemic Made Machine Learning Go Haywire

2min

The Pandemic - Is There Anything You Can Do About It?

2min

Should a Machine Learning Practitioner Be Aware of the Factors Preferable to Distort?

2min

M Particle - Your Real Time Customer Data Infrastructure

6min

What Types of Features Are Most Suspect in the Medical Use Case?

2min

10.

Can Machine Learning Be Used to Prevent Pandemics?

2min

11.

Is There a Human Loop in Machine Learning?

2min

12.

Retraining and Model Recalibration in Machine Learning

2min

13.

Developing Machine Learning for Clinical Use Cases

2min

14.

Is There Anything Significant About Your Mortality Prediction Tool?

3min

The pandemic changed how we lived. And this had a ripple effect on the performance of machine learning models. Ravi Parikh joins us today to discuss how the pandemic has affected the performance of machine learning models in clinical care and some actionable steps to fix it.

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