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所在平台: Udemy |
课程主页: https://www.udemy.com/course/the-numpy-mindset-numerical-python/
课程评论：没有评论
**课程名称：** Understanding the NumPy Mindset • Numerical Python (理解NumPy思维 • NumPy数值计算) **课程概述：** 本精简课程旨在教授Python的NumPy库基础知识。NumPy与核心Python的学习体验不同，它要求一种不同的思维方式。理解NumPy的独特设计理念将使您的NumPy学习之旅更加顺畅。本课程不会涵盖NumPy的所有功能，而是专注于关键知识点： * 理解NumPy的核心主题 * 理解NumPy的思维方式 **课程主题包括：** * NumPy的主要数据结构：ndarray * NumPy中的向量化操作 * 更高维度的数组 * NumPy的广播机制 * 使用布尔运算和布尔索引过滤NumPy数组 * 使用NumPy读取外部数据 * 使用NumPy表示方程 * 贯穿整个课程，熟悉NumPy的思维方式 **关于讲师：** 讲师拥有十年的Python和NumPy教学经验，在此之前曾作为物理学家，在科研工作中应用了十多年的数值和科学编程。讲师擅长清晰、友好、轻松的沟通方式，是《The Python Coding Book》的作者，曾为全球个人和企业教授Python。讲师平易近人，乐于回答学生的问题。
This is a concise course that covers the fundamentals of Python's NumPy package. Most students who learn NumPy for the first time say that it feels different from the core Python they learnt. And they're right.NumPy requires a different mindset. There's a reason why NumPy does things differently and if you understand why things are the way they are in NumPy, the rest of your NumPy journey will be easier.This course doesn't try to cover everything in the NumPy package. That's impossible and not desirable. Instead, I designed this course to be concise and to focus on what really matters:Understanding the core topics in NumPyUnderstanding the NumPy mindsetThis course covers the following topics:NumPy's main data structure, the ndarrayVectorisation in NumPyArrays in higher dimensionsThe basics of broadcastingFiltering NumPy arrays using Boolean operations and Boolean indexingReading external data using NumPyRepresenting equations with NumPyAnd of course, throughout the whole course you'll get familiar with the NumPy mindset.--About me, your instructorI've been teaching Python and NumPy for a decade. Before that, I worked as a physicist and used numerical and scientific programming in my research work for over a decade.My focus is on communicating clearly, in a friendly and relaxed manner. I'm the author of the The Python Coding Book (you can ask Google for a "python book" and you'll find this book as one of the first entries) and I have taught Python to individuals and corporations around the world.And I'm approachable. You can ask me questions and I'll always reply, whether here on social media or anywhere else you can find me!
