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Python Instructional Video Series

An example-based guide to using Python to solve math problems.

  • A link to the transcript is embedded in the title of each video.
 
 # Title Video
00 Introduction and Installation
Transcript 00
01 Numerical Calculations in Python
Transcript 01
02 Using Variables in Python
Transcript 02
03 Creating and Manipulating Symbolic Expressions
Transcript 03
04 Solving Equations Symbolically
Transcript 04
05 Plotting Expressions and Solving Equations Numerically
Transcript 05
06 Plotting Multiple Expressions in One Graph
Transcript 06
07 List Comprehension and Numerical, Graphical, and Symbolic Limits
Transcript 07
08 Finding Derivatives
Transcript 08
09 Definite and Indefinite Integrals
Transcript 09
10 Word Problems and the Algorithmic Process for Multistep Problem Solving
Transcript 10
11 Simplifying Difference Quotients
Transcript 11
12 Finding and Graphing Tangent Lines to a Curve
Transcript 12
13 Finding Horizontal Tangent Lines
Transcript 13
14 List Comprehension and Patterns in Higher Derivatives
Transcript 14
15 Implicit Plots and Implicit Differentiation
Transcript 15
16 Parametric Plots and Tangents at a Given t-value
Transcript 16
17 Tangents to Parametrized Curves at a Given Point
Transcript 17
18 Finding Absolute (Global) Extrema
Transcript 18
19 Finding Intervals of Increase/Decrease and Concavity
Transcript 19
20 Approximating Definite Integrals with Riemann Sums
Transcript 20
21 Areas Between Curves
Transcript 21
22 Volumes of Revolution
 Transcript 22
23 Work: Hooke’s Law
Transcript 23
24 Work:  Pumping Liquid from a Tank
Transcript 24
25 Generating and Plotting Sequences
Transcript 25
26 Generating and Plotting Partials Sums of a Series
Transcript 26
27 For Loops and Recursive Sequences
Transcript 27
28 Radius and Interval of Convergence
Transcript 28
29 Plotting a Function and Partial Sums of its Power Series
Transcript 29