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所在平台: Udemy |
课程主页: https://www.udemy.com/course/the-complete-scientific-python-3-bootcamp/
课程评论：没有评论
## 课程总结：Complete Scientific Python 3 Bootcamp 本课程是 Udemy 上一门全面且直接的科学计算 Python 3 训练营。无论您是 Python 初学者、已有 Python 基础，还是想深入学习 NumPy 的高级功能，本课程都适合您。 **课程亮点：** * **内容全面：** 涵盖 NumPy, SciPy, Matplotlib, Jupyter Notebook, Pandas, Scikit-image 等核心科学计算库。 * **实战导向：** 每节课都配有完整的 Python 3 编程视频和对应的 Jupyter Notebook，提供实践机会。 * **实用技能：** 学习科学计算 Python 能够为您带来丰厚的职业回报，高薪职位需求旺盛。 * **环境搭建：** 指导您在 Windows 和 Raspberry Pi 上安装 Python 3、NumPy、Matplotlib、Jupyter 和 SciPy。 * **核心主题：** * 科学计算 Python 生态系统基础 * SciPy, NumPy, Matplotlib 基础 * Jupyter Notebook 的安装与使用 * NumPy Ndarray 的创建与操作 * Matplotlib 基本可视化 * SciPy 的常量、线性代数、积分、FFT、信号处理、插值 * NumPy, SciPy, Matplotlib, Scikit-image 的图像处理 * Pandas 与数据科学 * SciPy 的 K-Means 聚类 * **丰富资源：** 提供超过 100 节课程视频、PDF讲义及 Jupyter Notebook，享受终身访问权限。 **学习目标：** 通过本课程的学习，您将精通科学计算 Python，为您的职业生涯增添一项宝贵的技能，并通过趣味实用的方式提升专业知识。
Become a Master in Scientific Python and acquire employers' one of the most requested skills of 21st Century! A great Scientific Python programmer earns more than $150000 per year.This is the most comprehensive, yet straight-forward course for the Scientific Python on Udemy! Whether you have never used SciPy before, already know basics of Python, or want to learn the advanced features of NumPy with Python 3, this course is for you! In this course we will teach you NumPy, SciPy, Matplotlib, Jupyter Notebook, Pandas, and Scikit-image. With over 100 lectures and more than 13 hours of video this comprehensive course leaves no stone unturned in teaching you Scientific Python!This course will teach you Scientific Python in a very practical manner, with every lecture comes a full Python 3 programming video and a corresponding Jupyter notebook that has Python 3 code! Learn in whatever manner is the best for you!We will start by helping you get Python3, NumPy, Matplotlib, Jupyter, and SciPy installed on your Windows computer and Raspberry Pi.We cover a wide variety of topics, including:Basics of Scientific Python EcosystemBasics of SciPy, NumPy, and MatplotlibInstallation of Python 3 on WindowsSetting up Raspberry PiTour of Python 3 environment on Raspberry PiJupyter installation and basicsNdarraysArray Creation RoutinesBasic Visualization with MatplotlibNdarray ManipulationInstallation of SciPyConstants and Linear AlgebraIntegrationFFTsSignal ProcessingInterpolationImage Processing with NumPy, SciPy, Matplotlib, and Scikit-imagePandas and Data ScienceK-Means clustering with SciPyYou will get lifetime access to over 100 lectures plus corresponding PDFs and the Jupyter notebooks for the lectures! So what are you waiting for? Learn SciPy in a way that will advance your career and increase your knowledge, all in a fun and practical way!
