caicloud/mlsys-ladder
Learning Machine Learning, The Chinese Taoist Way
This is a structured learning path designed for traditional software engineers who want to understand how Machine Learning, especially Deep Learning, works and can be applied. It starts with basic concepts and progresses through different phases, focusing on practical understanding rather than deep mathematical theory. The pathway aims to equip engineers with the knowledge to better develop and work with machine learning platforms and services.
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Use this if you are a software engineer interested in a practical, step-by-step guide to learn about Deep Learning, particularly its applications in computer vision, without needing to become an algorithm expert.
Not ideal if you are an experienced machine learning researcher or someone looking for advanced theoretical proofs and mathematical depth in deep learning algorithms.
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May 22, 2020
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