Jul 20, 2022

6 Posts

Flowcharts show how a new contrastive learning approach uses metadata to improve AI image classifiers
Jul 20, 2022

Learning From Metadata: Descriptive Text Improves Performance for AI Image Classification Systems

Images in the wild may not come with labels, but they often include metadata. A new training method takes advantage of this information to improve contrastive learning.
EU badge in a vehicle's hood
Jul 20, 2022

Keep Your AIs on the Road: New Law Requires European Vehicles to Come with Automated Features

The European Union passed a law that requires new vehicles to come equipped with automated safety features.
An illustration of a person thinking about his projects pillar
Jul 20, 2022

The Batch: In-Demand Job Titles, New Rules for Self-Driving Cars, How to Cut AI's Carbon Emissions, Learning from Metadata

Last week’s letter focused on coming up with AI project ideas, part of a series on how to build a career in the field. This letter describes how a sequence of projects might fit into your career path.
10 most in demand jobs in AI, ML and Big Data
Jul 20, 2022

What AI Employers Want: 10 Most In-Demand Jobs in AI and Machine Learning

A website that aggregates AI jobs revealed the roles that are most in-demand. Ai-jobs.net published its second annual list of the job titles that appeared most frequently in its listings.
An illustration of a person thinking about his projects pillar
Jul 20, 2022

How to Build a Career in AI, Part 4: How to Sequence Projects to Build a Career

Last week’s letter focused on coming up with AI project ideas, part of a series on how to build a career in the field. This letter describes how a sequence of projects might fit into your career path.
A series of graphs show the carbon emissions associated with training AI models.
Jul 20, 2022

Cutting the Carbon Cost of Training: A New Tool Helps NLP Models Lower Their Gas Emissions

You can reduce your model’s carbon emissions by being choosy about when and where you train it.

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