Calculus is one of the grandest achievements of human thought, explaining everything from planetary orbits to the optimal size of a city to the periodicity of a heartbeat. This brisk course covers the core ideas of single-variable Calculus with emphases on conceptual understanding and applications. The course is ideal for students beginning in the engineering, physical, and social sciences. Distinguishing features of the course include: 1) the introduction and use of Taylor series and approximations from the beginning; 2) a novel synthesis of discrete and continuous forms of Calculus; 3) an emphasis on the conceptual over the computational; and 4) a clear, dynamic, unified approach.
In this fifth part--part five of five--we cover a calculus for sequences, numerical methods, series and convergence tests, power and Taylor series, and conclude the course with a final exam. Learners in this course can earn a certificate in the series by signing up for Coursera's verified certificate program and passing the series' final exam.
It's time to redo calculus! Previously, all the calculus we have done is meant for functions with a continuous input and a continuous output. This time, we are going to retool calculus for functions with a <i>discrete</i> input. These are <i>sequences</i>, and they will occupy our attention for this last segment of the course. This first module will introduce the tools and terminologies for <b>discrete calculus</b>.
涵盖的内容
4个视频2篇阅读材料5个作业
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4个视频•总计53分钟
Sequences•15分钟
BONUS!•5分钟
Differences•17分钟
Discrete Calculus•16分钟
2篇阅读材料•总计20分钟
Your Guide to Getting Started in this Course•10分钟
How Grading Works•10分钟
5个作业•总计112分钟
Core Homework: Sequences•30分钟
Core Homework: Differences•12分钟
Core Homework: Discrete Calculus•10分钟
Challenge Homework: Differences•30分钟
Challenge Homework: Discrete Calculus•30分钟
Introduction to Numerical Methods
第 2 单元•小时 后完成
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That first module might have seemed a little...strange. It was! In this module, however, we will put that strangeness to good use, by giving a very brief introduction to the vast subjects of <b>numerical analysis</b>, answering such questions as <i>"how do we approximate solutions to differential equations?"</i> and <i>"how do we approximate definite integals?"</i> Perhaps unsurprisingly, Taylor expansion plays a pivotal role in these approximations.
涵盖的内容
2个视频1个作业
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2个视频•总计34分钟
Numerical O.D.E.s•18分钟
Numerical Integration•17分钟
1个作业•总计4分钟
Core Homework: Numerical O.D.E.s•4分钟
Series and Convergence Tests
第 3 单元•小时 后完成
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In "ordinary" calculus, we have seen the importance (and challenge!) of improper integrals over unbounded domains. Within discrete calculus, this converts to the problem of infinite sums, or <b>series</b>. The determination of convergence for such will occupy our attention for this module. I hope you haven't forgotten your big-O notation --- you are going to need it!
涵盖的内容
4个视频6个作业
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4个视频•总计65分钟
Infinite Series•17分钟
Convergence Tests I•17分钟
Convergence Tests II•16分钟
Absolute & Conditional•15分钟
6个作业•总计96分钟
Core Homework: Infinite Series•10分钟
Core Homework: Convergence Tests I•16分钟
Core Homework: Convergence Tests II•6分钟
Core Homework: Absolute & Conditional•4分钟
Challenge Homework: Infinite Series•30分钟
Challenge Homework: Convergence Tests I•30分钟
Power and Taylor Series
第 4 单元•小时 后完成
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This course began with an exploration of Taylor series -- an exploration that was, sadly, not as rigorous as one would like. Now that we have at our disposal all the tests and tools of discrete and continuous calculus, we can finally close the loop and make sense of what we've been doing when we Talyor-expand. This module will cover power series in general, from we which specify to our beloved Taylor series.
涵盖的内容
4个视频5个作业
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4个视频•总计59分钟
Power Series•17分钟
Taylor Series Redux•16分钟
Approximation and Error•17分钟
BONUS!•9分钟
5个作业•总计64分钟
Core Homework: Power Series•12分钟
Core Homework: Taylor Series Redux•8分钟
Core Homework: Approximation and Error•10分钟
Challenge Homework: Power Series•30分钟
Challenge Homework: Taylor Series Redux•4分钟
Concluding Single Variable Calculus
第 5 单元•小时 后完成
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Are we at the end? Yes, yes, we are. Standing on top of a high peak, looking back down on all that we have climbed together. Let's take one last look down and prepare for what lies above.
The University of Pennsylvania (commonly referred to as Penn) is a private university, located in Philadelphia, Pennsylvania, United States. A member of the Ivy League, Penn is the fourth-oldest institution of higher education in the United States, and considers itself to be the first university in the United States with both undergraduate and graduate studies.
Loved it ! I've grown attached to Prof. Ghrist's lectures, so it is with a heavy heart that I took the final exam and finished this course. I xould really love to take another !
J
JM
5·
已于 Jul 25, 2019审阅
Great course, although quite challenging at parts. Nevertheless, the fruits are rewarding!
M
MJ
5·
已于 Jun 10, 2019审阅
This fifth unit is highly original! I loved the "digital calculus" part.
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