Roadmap to Becoming a Machine Learning Engineer by 2020
This article presents a set of charts outlining various learning paths and technologies for aspiring machine‑learning engineers, offering guidance on what to study and why, while also providing community resources for deeper discussion and support.
Inspired by the web developer roadmap, this article presents a set of charts outlining possible paths and technologies for becoming a machine‑learning engineer by 2020, created for a professor to share with university students and the broader community.
Purpose of the Roadmaps
The roadmaps aim to give readers a conceptual view of the field and guidance when they are confused about what to learn next, rather than pushing trendy tools; they encourage understanding why a tool fits a particular scenario.
Written for Beginners
The charts cover everything listed in the paths, but beginners need not master everything at once; a junior version is being developed and will be released shortly after the 2020 roadmap launch.
Original article: http://jiagoushi.pro/machine-learning-engineer-2020
Discussion: join the Knowledge Planet “Chief Architect Circle” or the small account “jiagoushi_pro”.
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