Master calculus 1 using Python: derivatives and applications - Develop a deep understanding and intuition for calculus. Solve problems and implement algorithms by hand and in Python.
Bestseller | Created by Mike X Cohen
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The beauty and importance of calculus
Calculus is a beautiful topic in mathematics. No, really!
At its heart, calculus is about change. Life is full of change, and calculus is the language that humans developed (invented or discovered -- that's an ongoing debate!) to understand how physical, biological, and abstract systems change. Calculus is more than just some equations you have to memorize; it's a way of looking at the world and trying to understand how the tiniest infinitesimal changes can lead to gigantic complexity bigger than the imagination.
What you'll learn
- Differential calculus
- Mathematical functions (rational, polynomial, transcendantal, trig)
- Limits and tricks for solving limits problems
- Differentiation rules
- Tips and tricks for differentiation
- Proofs
- Python (numpy and sympy)
- Numerical processing
- Applied calculus
- Visualizing math functions (matplotlib)
