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machinelearning_notebook/references_tips/nn/nn-from-scratch
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README.md

Please read the blog post that goes with this code!

iPython notebook setup

# Create and activate new virtual environment (optional)
virtualenv venv
source venv/bin/activate
# Install requirements
pip install -r requirements.txt
# Start the notebook server
jupyter notebook
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机器学习越来越多应用到飞行器、机器人等领域，其目的是利用计算机实现类似人类的智能，从而实现装备的智能化与无人化。本课程旨在引导学生掌握机器学习的基本知识、典型方法与技术，通过具体的应用案例激发学生对该学科的兴趣，鼓励学生能够从人工智能的角度来分析、解决飞行器、机器人所面临的问题和挑战。本课程主要内容包括Python编程基础，机器学习模型，无监督学习、监督学习、深度学习基础知识与实现，并学习如何利用机器学习解决实际问题，从而全面提升自我的《综合能力》。

Jupyter Notebook SVG Python Text CSV other