Math 0-1: Calculus for Data Science & Machine Learning

 Math 0-1: Calculus for Data Science & Machine Learning - A Casual Guide for Artificial Intelligence, Deep Learning, and Python Programmers

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What you'll learn

• Limits, limit definition of derivative, derivatives from first principles
• Derivative rules (chain rule, product rule, quotient rule, implicit differentiation)
• Integration, area under curve, fundamental theorem of calculus
• Vector calculus, partial derivatives, gradient, Jacobian, Hessian, steepest ascent
• Optimize (maximize or minimize) a function
• l'Hopital's Rule
• Newton's Method