Doing Math with Python : Use Programming to Explore Algebra, Statistics, Calculus, and More!

Doing Math with Python shows you how to use Python to delve into high school–level math topics like statistics, geometry, probability, and calculus. You'll start with simple projects, like a factoring program and a quadratic-equation solver, and then create more complex projects once you've gotten the hang of things.Along the way, you'll discover new ways to explore math and gain valuable programming skills that you'll use throughout your study of math and computer science. Learn how to:–Describe your data with statistics, and visualize it with line graphs, bar charts, and scatter plots–Explore set theory and probability with programs for coin flips, dicing, and other games of chance–Solve algebra problems using Python's symbolic math functions–Draw geometric shapes and explore fractals like the Barnsley fern, the Sierpinski triangle, and the Mandelbrot set–Write programs to find derivatives and integrate functionsCreative coding challenges and applied examples help you see how you can put your new math and coding skills into practice. You'll write an inequality solver, plot gravity's effect on how far a bullet will travel, shuffle a deck of cards, estimate the area of a circle by throwing 100,000'darts'at a board, explore the relationship between the Fibonacci sequence and the golden ratio, and more.Whether you're interested in math but have yet to dip into programming or you're a teacher looking to bring programming into the classroom, you'll find that Python makes programming easy and practical. Let Python handle the grunt work while you focus on the math.Uses Python 3 Doing Math With Python Shows You How To Use Python To Delve Into High School–level Math Topics Like Statistics, Geometry, Probability, And Calculus. You’ll Start With Simple Projects, Like A Factoring Program And A Quadratic-equation Solver, And Then Create More Complex Projects Once You’ve Gotten The Hang Of Things. Along The Way, You’ll Discover New Ways To Explore Math And Gain Valuable Programming Skills That You’ll Use Throughout Your Study Of Math And Computer Science. Learn How To: -describe Your Data With Statistics, And Visualize It With Line Graphs, Bar Charts, And Scatter Plots -explore Set Theory And Probability With Programs For Coin Flips, Dicing, And Other Games Of Chance -solve Algebra Problems Using Python’s Symbolic Math Functions -draw Geometric Shapes And Explore Fractals Like The Barnsley Fern, The Sierpinski Triangle, And The Mandelbrot Set -write Programs To Find Derivatives And Integrate Functions Creative Coding Challenges And Applied Examples Help You See How You Can Put Your New Math And Coding Skills Into Practice. You’ll Write An Inequality Solver, Plot Gravity’s Effect On How Far A Bullet Will Travel, Shuffle A Deck Of Cards, Estimate The Area Of A Circle By Throwing 100,000 “darts” At A Board, Explore The Relationship Between The Fibonacci Sequence And The Golden Ratio, And More. Whether You’re Interested In Math But Have Yet To Dip Into Programming Or You’re A Teacher Looking To Bring Programming Into The Classroom, You’ll Find That Python Makes Programming Easy And Practical. Let Python Handle The Grunt Work While You Focus On The Math. In Doing Math with Python you'll learn to how to use the Python programming language as a tool to delve into math concepts. Python is easy to learn, and it's perfect for exploring topics like statistics, geometry, probability, and calculus. Youll learn to write programs to find derivatives, solve equations graphically, manipulate algebraic expressions, even examine projectile motion. Rather than crank through tedious calculations by hand, you'll learn how to use Python functions and modules to handle the number crunching while you focus on the principles behind the math. Exercises throughout teach fundamental programming concepts, like using functions, handling user input, and reading and manipulating data. As you learn to think computationally, you'll discover new ways to explore and think about math, and gain valuable programming skills that you can use to continue your study of math and computer science. If youre interested in math but have yet to dip into programming, youll find that Python makes it easy to go deeper into the subjectlet Python handle the tedious work while you spend more time on the math. "Uses the Python programming language as a tool to explore high school level mathematics like statistics, geometry, probability, and calculus by writing programs to find derivatives, solve equations graphically, manipulate algebraic expressions, and examine projectile motion. Covers programming concepts including using functions, handling user input, and reading and manipulating data"-- Provided by publisher Numbers Visualizing data with graphs Describing data with statistics Algebra and symbolic math with SymPy Sets and probability Drawing geometric shapes and fractals Working with mathematical functions Appendix A: Setup, installation, and resources Appendix B: Python functionality Appendix C: Solutions.