Math 116: Calculus 2
Welcome to Math 116!
This course explores three mysterious questions:
Does an infinite sum have a sum?
Can a function be approximated by a polynomial?
How can we calculate the volume enclosed by a surface?
The course investigates these questions mathematically by studying the sequences and series, advanced integration methods, and applications of integration to calculating volumes. The course's 33 lessons also discuss many, many applications of that content to real-world phenomena, including in the sciences and social sciences. The prerequisite for the course is Calculus 1 (Math 115 at Wellesley).
Course Content
Broadly speaking, we will be studying sequences and series, advanced integration methods, and applications of integration to calculating volumes, along with the various applications of those topics to understanding real-world phenomena in the sciences and social sciences. In slightly more detail, the course is divided into the following six units.
Unit 1: Review of Precalculus, Limits, and Differentiation
As a review unit, the goal of the unit is to recall the most important results, procedures, and concepts from precalculus and the limit and differentiation portions of calculus. We'll be drawing on that material heavily throughout the course so we'll spend this and the next lesson revisiting that content.
Unit 2: Sequences and Series
The driving question of this unit is: Does an infinite sum have a sum? That is, if we sum an infinite number of numbers (e.g., 1+1+1+...), does that yield a number? In the example just given your gut should tell you the answer: "no." But, surprisingly, certain infinite sums do add up to a number. Knowing when that's true and how to determine what the sum is constitutes the bulk of this unit.
Unit 3: Power Series and Taylor Series
The driving question of this unit is: Can a function be approximated by a polynomial? That is, can we say that f(x) is approximately p(x), where f is a function and p a polynomial? We know from Calculus 1—and the theory of linear approximation, specifically—that if f is differentiable then f(x) is approximately L(x), where L is the equation of the tangent line at x = a, with this approximation being most accurate for x near a. But is this the best we can do? Can we get higher-accuracy approximations? We’ll soon find out that in many cases the answer is: yes! Furthermore, we’ll discover that in some cases we’ll be able to say that f(x) = sum[T_n(x)], where the T_n are special polynomials. Working all that out, and exploring the implications and applications of what we’ll develop, constitutes the bulk of this unit.
Unit 4: Integration -- Numerical Integration
This unit and the remaining ones in the course are all directed at the third driving question of the course: How can we calculate the volume enclosed by a surface? We'll get to that question in earnest in Unit 6. But first we need to review integration, discuss various techniques for integrating functions, and learn how to approximate definite integrals for the cases where we cannot find an antiderivative using those techniques. The first and last topics on that list are where we'll focus in this unit.
Unit 5: Integration -- Techniques of Integration
The lessons in this unit focus on building a repository of integration techniques that help us evaluate definite integrals. We'll start off simple by reviewing the basics of integration from Calculus 1 and also u-substitution. After that, we'll learn new integration techniques (not covered in a typical Calculus 1 course). At the end of this unit we'll be ready to tackle the last driving question in the course (How can we calculate the volume enclosed by a surface?), which we'll get to in the next unit.
Unit 6: Applications of Integration
This final unit in the course investigates the last driving question in the course, How can we calculate the volume enclosed by a surface?, and explores other applications of integration that result from the techniques and results that we'll develop in trying to answer that question. We'll begin the unit by learning how to calculate the area between two curves, which will set us up later for calculating the volumes of certain types of solids. We'll also learn how to calculate the arc length of a curve and the surface area of a surface. Finally, we'll explore some real-world applications of integration. The unit is in many ways a capstone one, since it draws on the techniques of integration we learned in Unit 5 and in some cases the numerical integration content learned in Unit 4. Finally, we'll also be learning how to think and sketch in 3D. This is perhaps the first time in the mathematics curriculum you'll have done this, so it will likely take some time and practice to get good at it.
Learning Goals
This course has been designed to achieve the following learning outcomes by the time you complete the course.
Foundational Knowledge: You will recognize, understand, and develop intuition for new mathematical concepts rooted in calculus.
Connecting Content to Real-World Situations: You will recognize how calculus concepts and theory arise from real-world problems and contexts, and be able to interpret the real-world implications of the calculus solutions to those problems.
Application Skills: You will learn how to create mathematical models involving calculus that describe a variety of real-world phenomena.
Teamwork: You will learn how to engage in and facilitate open dialogue with classmates and others about mathematics, in ways that are respectful of differences and establish equitable learning environments.
Learning How to Learn: You will learn about the latest research on cognitive science and how it can help you become a better student. You will also learn how to pinpoint your areas of academic struggles and develop a plan for resolving them. Finally, you will learn how to become a more independent learner.
Textbook
Though the vast majority of the course's content will come from the lesson notes and videos I've prepared (these are accessible via the lesson links above), some of the practice problems and supplemental material comes from the excellent (and free!) book APEX Calculus book by Gregory Hartman. You can also download the book in PDF form in its entirety by visiting this link.
Syllabus
If you are currently enrolled in this course with me then you've received a copy of the course's syllabus. It details the additional course policies and the course structure. For everyone else, the short story is that this course is structured in a flipped classroom format with a mastery grading scheme for assessments. I wrote about this duo in detail in an article I published in 2020 in a mathematics education journal, but here are the takeaways:
Students read through the lesson notes and the accompanying videos before class sessions start (you can find these inside the Unit links above).
They then submit reflections on what they learned, which include questions about summarizing what they learned and about what things, if any, they are still confused on.
During class sessions I clarify the points of confusion submitted via the reflections and also add additional context and supplementary content, as needed. We then work together on the practice problems in small groups.
Students are assessed using a mastery grading scheme I call Second Chance Grading. In short, weekly quizzes test for understanding and rather than have midterms, we have Second Chance Assessments. On these assessments, students can re-attempt previous quiz exercises and if they score higher the second time around they receive that new (higher score).
This structure is backed by the latest research on growth mindsets, mastery learning, and the "testing effect." (I discuss all that research in my article on Second Chance Grading.)
Getting Started
If you're ready to get started with the course, click on the Lesson 1 link above. At the bottom of that page -- and all other lesson pages -- you'll find navigation buttons that will help you advance and go backward between lessons.
I hope you enjoy the course. If you happen to catch any errors or have other feedback, please feel free to email me: ofernand@wellesley.edu.