
About this Report
The aim of this report is to build an understanding of ML developers and their preferred sources of information. We will begin by looking at the headline demographics of ML developers and their effects on where these developers go for updates and information. Following this, we will also break down this information by the involvement of developers in different stages of the ML workflow and the programming languages they use.
Key Questions Answered
Who are machine learning developers?
Where do machine learning developers go to find information about software development and stay up to date?
How do experience and region affect preferences in information sources?
How do involvement in machine learning and the choice of programming languages affect preferences in information sources?

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Methodology
This report is based on data collected from 4,800 developers who indicated that they are involved in data science, machine learning or artificial intelligence (AI) projects in the 25th edition of our global Developer Nation Survey, which was fielded in Q3 2023.
