Making a Computer Dream of New Jobs

Former White House Resident Elevator Operator Jerome E. Warren (link)
Adopted from the amazing Neural Network Zoo
Histogram of all 120 skills ratings in the jobs found in the O*NET dataset
Histogram of the z-scores of the same jobs as above
The snippet above sets up the encoder component. In this case a single layer with nLatent (=4) hidden units. Then we set up the function to return the samples from the hidden layer.
Multiplot of sampled jobs. First and second latent activations are co-varied (left to right) and third and fourth (top to bottom)

--

--

--

Data, science, data science and trace amounts of the Middle East and the UN

Love podcasts or audiobooks? Learn on the go with our new app.

Recommended from Medium

Deep Learning Ai Specialization

When Magento meets Python (episode new Business Logic using ML)

Digital Image Processing — 1

©www.educba.com

How to Understand Deep Learning (in a Shallow Way)

Creating a Travel Chatbot in Minutes with Dialogflow — Part One

Deep Politics - First Step Towards an AI Takeover

Why my training takes so long?

Heart Disease UCI Prediction using NN

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Alex Rutherford

Alex Rutherford

Data, science, data science and trace amounts of the Middle East and the UN

More from Medium

From fiction to reality

The Great Debate: Tim from 2020 vs Tim from 2022 on whether AI will kill us all

Philosophy Blog 9: There Have Been People Who Asked: “Can We Overthrow Capitalism?”

An A.I. or an Us?