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所在平台: Udemy |
课程主页: https://www.udemy.com/course/math-with-python/
课程评论：没有评论
课程名称：通过Python编程掌握数学 课程概述：本课程旨在帮助学习者掌握数学，因为数学是现代计算机技术发展的核心，包括数据科学、人工智能、深度学习、机器学习和统计等领域。如果您希望在这些领域学习或工作，或只是对这些技术话题感到好奇，那么掌握数学是必要的。本课程通过Python编程教您学习数学，适合任何希望提高数学能力的学习者，甚至是完全的编程初学者。 课程内容涵盖超过37小时的教学，内容包括Python编码、可视化技术、循环、变量和函数等。课程内容还包含数据科学和数学的重要Python库，如numpy、sympy、scipy和matplotlib。每个视频都有实际的编码和数学练习，您还可以参与“bug hunts”，找出并修复课程中的编码错误。 适用对象包括中学、高校学生，数据专业人士，以及希望在AI相关领域转型的学习者。课程为您提供从基础算术到高阶微积分、线性代数等主题的全面概述，帮助您在数学学习中建立自信。 授课老师为Mike X Cohen，他是一位曾任神经科学教授的在线教师，已成功教授超过250,000名学生，并撰写了多部编程和数据分析教材。课程具备友好的学习体验，支持随时提问和获取解答。 现在就可以观看免费预览视频，并查看课程评价。如果您在注册后改变主意，课程提供30天无风险退款保证。欢迎加入这门课程，开启您的数学学习之旅！
You need to learn mathematicsMath is at the heart of all advances in modern computing, including data science, AI (artificial intelligence), deep learning, generative AI, machine learning, statistics, video games, and on and on...If you want to study or work in these fields, or if you're just curious to learn more about these technical topics, you need to have a grasp of mathematics.You can learn a lot of math with a bit of coding!Many people don't know that Python is a really powerful tool for learning math. Sure, you can use Python as a simple calculator, but did you know that Python can help you learn more advanced topics in algebra, calculus, and matrix analysis? That's exactly what you'll learn in this course. Python isn't just a coding language; it's a gateway to mastering math.This course is a perfect supplement to your school/university math course, or for your post-school return to mathematics.Let me guess what you are thinking:"But I don't know Python!" That's okay! This course is aimed at complete beginners; I take you through every step of the code. You don't need to know anything about Python, although it's useful if you already have some programming experience."But I'm not good at math!" You will be amazed at how much better you can learn math by using Python as a tool to help with your courses or your independent study. And that's exactly the point of this course: Python programming as a tool to learn mathematics. This course is designed to be the perfect addition to any other math course or textbook that you are going through. It's also a great way to get started on your adventures into data science, deep learning, and AI.What do you get in this course?Over 37 hours of instruction that includes Python coding, visualization, loops, variables, and functions.Important Python libraries for data science and mathematics, including numpy, sympy, scipy, and matplotlib.LOTS of practical exercises! Each video has at least one hands-on coding/math exercise (and you'll get to watch me solve those exercises). And each section ends with "bug hunts" where you get to find and fix my math-coding errors!That warm, fuzzy feeling of confidence that you can combine the skills from this course to improve your understanding of mathematics.A big-picture overview of beginner and advanced mathematics, from solving for "x" to computing integrals to finding eigenvalues. If you are only just beginning your adventures in maths, then this course will show you what you have to look forward to!This course is right for you if you are:In middle/high school, university, or are returning to math as an independent learner.A data professional who wants to brush up on math and Python skills.A complete beginner to Python.A student of data science, machine learning, or AI who needs to improve their mathematics knowledge to understand algorithms.Looking to transition from another field into AI-related fields like deep learning.Already proficient with math "in theory" and want to learn how to translate math formulas and concepts into computer code.Bored and looking for a fun intellectual challenge.With over 33 hours of teaching, plus student exercises, challenges and an active course Q & A forum (get a response to any question within 48 hours!), this course gives you everything you need to succeed in your maths course or independent adventures in learning math.All the code that appears in the videos is also included for download. You can code along as you watch the videos, or download the code and use it directly.This course covers the following topics: ArithmeticIntroduction to SympyIntroduction to LaTeX (to print beautiful equations!)Algebra 1GraphingAlgebra 2Graphing conic sectionsTrigonometryCalculusLinear algebra...and more!Who is your teacher?I am Mike X Cohen, a former neuroscience professor (I left that job to focus full-time on teaching online). I'm a bestselling and highly rated instructor on Udemy. I've taught over 250,000 students the foundations of scientific programming, data analysis, data science, and applied mathematics, and I've written several textbooks on programming and data analyses. I worked really hard to make this course a great learning experience for you. Check out what some of my students have said about my other courses:** ‘Best teacher ever. I am a psychologist and I didn't have mathematical training as an undergrad, but the books and lectures of Dr. Cohen have been life saving'** ‘What I REALLY like about Mike's style is that not only clear and direct, but he mixes in appropriate amounts of foreshadowing … to make it easier for me to connect the dots.'** ‘Mike X Cohen's courses are by far the best ones I've done in Udemy.'What you should do right now:Watch the free preview videos. Check out the reviews of this course. Joining this course is risk-free: If you change your mind after enrolling, Udemy offers a 30 day money back guarantee.
