Neural Networks for Machine Learning From Scratch

所在平台: Udemy

课程主页: https://www.udemy.com/course/neural-networks-fundamentals-in-python/

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**课程名称:** 从零开始构建神经网络 (Neural Networks for Machine Learning From Scratch) **课程概述:** 本课程旨在帮助开发者掌握深度学习的核心知识,并使其成为未来开发者的必备技能。课程将完全使用 Python 从零开始构建一个深度学习框架,深入浅出地讲解神经网络和深度学习背后的数学原理。通过亲身编码实践,学员将更直观地理解核心概念,最终能够脱离对高级深度学习框架的依赖。虽然课程使用 Python,但所学理论同样适用于其他编程语言。

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Deep learning would be part of every developer's toolbox in near future. It wouldn't just be tool for experts. In this course, we will develop our own deep learning framework in Python from zero to one whereas the mathematical backgrounds of neural networks and deep learning are mentioned concretely. Hands on programming approach would make concepts more understandable. So, you would not need to consume any high level deep learning framework anymore. Even though, python is used in the course, you can easily adapt the theory into any other programming language.

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