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Complete Guide to Differential Equations Foundations for Data Sci

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Files:

Get Bonus Downloads Here.url 183 bytes
01 - Introduction to differential equations.mp4 2.6 MB
01 - Introduction to differential equations.srt 1.4 KB
02 - What you should know.mp4 2.2 MB
02 - What you should know.srt 1.4 KB
03 - Linear algebra review.mp4 26.3 MB
03 - Linear algebra review.srt 29.5 KB
01 - What is a derivative.mp4 11.9 MB
01 - What is a derivative.srt 12.3 KB
02 - What are differential equations.mp4 5.8 MB
02 - What are differential equations.srt 6.4 KB
03 - Direction fields.mp4 12.2 MB
03 - Direction fields.srt 9.4 KB
04 - Differential equation orders.mp4 7.0 MB
04 - Differential equation orders.srt 7.3 KB
05 - Ordinary vs. partial differential equations.mp4 7.4 MB
05 - Ordinary vs. partial differential equations.srt 7.8 KB
06 - Linear vs. nonlinear differential equations.mp4 7.8 MB
06 - Linear vs. nonlinear differential equations.srt 7.5 KB
07 - Differential equation solutions.mp4 5.7 MB
07 - Differential equation solutions.srt 6.2 KB
08 - Initial value problems.mp4 8.1 MB
08 - Initial value problems.srt 8.4 KB
01 - First order differential equations introduction.mp4 6.4 MB
01 - First order differential equations introduction.srt 6.3 KB
02 - Calculating first order differential equations.mp4 9.9 MB
02 - Calculating first order differential equations.srt 10.6 KB
03 - Linear differential equations.mp4 16.4 MB
03 - Linear differential equations.srt 16.9 KB
04 - Separable differential equations.mp4 14.2 MB
04 - Separable differential equations.srt 14.9 KB
05 - Exact differential equations.mp4 21.2 MB
05 - Exact differential equations.srt 19.4 KB
06 - Bernoulli differential equations.mp4 14.6 MB
06 - Bernoulli differential equations.srt 14.1 KB
07 - Substitutions.mp4 9.1 MB
07 - Substitutions.srt 8.9 KB
01 - Growth and decay.mp4 15.0 MB
01 - Growth and decay.srt 13.0 KB
02 - Population.mp4 12.5 MB
02 - Population.srt 11.1 KB
03 - Orthogonal trajectories.mp4 11.6 MB
03 - Orthogonal trajectories.srt 11.5 KB
04 - Velocity.mp4 14.3 MB
04 - Velocity.srt 12.7 KB
05 - Cooling and heating.mp4 12.3 MB
05 - Cooling and heating.srt 12.2 KB
06 - Mixing.mp4 18.2 MB
06 - Mixing.srt 16.3 KB
07 - Carbon-14 dating.mp4 15.1 MB
07 - Carbon-14 dating.srt 14.1 KB
08 - RC circuit.mp4 16.4 MB
08 - RC circuit.srt 13.6 KB
09 - Curves.mp4 14.9 MB
09 - Curves.srt 12.4 KB
01 - Second order differential equations introduction.mp4 8.9 MB
01 - Second order differential equations introduction.srt 8.9 KB
02 - Calculating second order differential equations.mp4 11.3 MB
02 - Calculating second order differential equations.srt 11.2 KB
03 - Constant coefficient homogeneous second order equations.mp4 11.3 MB
03 - Constant coefficient homogeneous second order equations.srt 11.0 KB
04 - Real and distinct roots.mp4 15.9 MB
04 - Real and distinct roots.srt 15.5 KB
05 - Identical real roots.mp4 16.7 MB
05 - Identical real roots.srt 16.2 KB
06 - Complex roots.mp4 21.2 MB
06 - Complex roots.srt 20.5 KB
07 - Superposition.mp4 14.3 MB
07 - Superposition.srt 15.1 KB
08 - Wronskian.mp4 10.5 MB
08 - Wronskian.srt 9.5 KB
09 - Reduction of order.mp4 22.8 MB
09 - Reduction of order.srt 17.4 KB
10 - Nonhomogeneous second order equations.mp4 8.9 MB
10 - Nonhomogeneous second order equations.srt 8.8 KB
11 - Undetermined coefficients.mp4 21.9 MB
11 - Undetermined coefficients.srt 18.6 KB
12 - Variation of parameters.mp4 23.0 MB
12 - Variation of parameters.srt 19.9 KB
13 - Second order differential equations applications.mp4 11.6 MB
13 - Second order differential equations applications.srt 11.2 KB
01 - Higher order differential equations introduction.mp4 11.2 MB
01 - Higher order differential equations introduction.srt 11.5 KB
02 - Calculating higher order differential equations.mp4 13.5 MB
02 - Calculating higher order differential equations.srt 12.3 KB
03 - Linear homogeneous higher order equations.mp4 8.1 MB
03 - Linear homogeneous higher order equations.srt 7.7 KB
04 - Various roots.mp4 24.4 MB
04 - Various roots.srt 22.6 KB
05 - Reduction of order with higher order equations.mp4 31.9 MB
05 - Reduction of order with higher order equations.srt 28.0 KB
06 - Nonhomogeneous higher order equations.mp4 9.3 MB
06 - Nonhomogeneous higher order equations.srt 9.3 KB
07 - Undetermined coefficients with higher order equations.mp4 25.9 MB
07 - Undetermined coefficients with higher order equations.srt 21.4 KB
08 - Variation of parameters with higher order Equations.mp4 19.7 MB
08 - Variation of parameters with higher order Equations.srt 17.4 KB
09 - Higher order differential equations applications.mp4 12.1 MB
09 - Higher order differential equations applications.srt 11.2 KB
01 - What is a series.mp4 11.7 MB
01 - What is a series.srt 11.2 KB
02 - Power series.mp4 11.5 MB
02 - Power series.srt 11.3 KB
03 - Taylor series.mp4 6.1 MB
03 - Taylor series.srt 6.2 KB
04 - Near ordinary points.mp4 16.4 MB
04 - Near ordinary points.srt 15.8 KB
05 - Regular singular points.mp4 6.2 MB
05 - Regular singular points.srt 6.3 KB
06 - Euler equations.mp4 14.0 MB
06 - Euler equations.srt 12.9 KB
07 - Near regular singular points.mp4 17.4 MB
07 - Near regular singular points.srt 14.9 KB
01 - Systems of differential equations.mp4 13.1 MB
01 - Systems of differential equations.srt 13.2 KB
02 - Calculating systems of first order linear differential equations.mp4 16.7 MB
02 - Calculating systems of first order linear differential equations.srt 15.8 KB
03 - Linear homogeneous systems of first order differential equations.mp4 11.5 MB
03 - Linear homogeneous systems of first order differential equations.srt 11.7 KB
04 - Real and distinct eigenvalues.mp4 18.3 MB
04 - Real and distinct eigenvalues.srt 17.6 KB
05 - Complex eigenvalues.mp4 26.1 MB
05 - Complex eigenvalues.srt 26.0 KB
06 - Identical real eigenvalues.mp4 20.8 MB
06 - Identical real eigenvalues.srt 19.7 KB
07 - Linear nonhomogeneous systems of first order differential equations.mp4 28.1 MB
07 - Linear nonhomogeneous systems of first order differential equations.srt 27.2 KB
08 - Systems of differential equations applications.mp4 16.5 MB
08 - Systems of differential equations applications.srt 14.5 KB
01 - What is the Laplace transform.mp4 10.0 MB
01 - What is the Laplace transform.srt 10.6 KB
02 - Calculating the Laplace transform.mp4 11.5 MB
02 - Calculating the Laplace transform.srt 13.0 KB
03 - Laplace transform properties.mp4 12.1 MB
03 - Laplace transform properties.srt 12.5 KB
04 - Inverse Laplace transform.mp4 10.0 MB
04 - Inverse Laplace transform.srt 11.8 KB
05 - Solving differential equations using Laplace transforms.mp4 25.6 MB
05 - Solving differential equations using Laplace transforms.srt 24.5 KB
06 - Step functions.mp4 15.5 MB
06 - Step functions.srt 16.5 KB
07 - Dirac delta function.mp4 15.8 MB
07 - Dirac delta function.srt 16.3 KB
08 - Rectangular impulse functions.mp4 9.9 MB
08 - Rectangular impulse functions.srt 9.5 KB
09 - Convolution integrals.mp4 14.9 MB
09 - Convolution integrals.srt 15.7 KB
01 - What are nonlinear differential equations and systems.mp4 8.2 MB
01 - What are nonlinear differential equations and systems.srt 7.4 KB
02 - Equilibrium point analysis.mp4 9.4 MB
02 - Equilibrium point analysis.srt 9.0 KB
03 - Bifurcations.mp4 13.6 MB
03 - Bifurcations.srt 12.6 KB
04 - Autonomous systems.mp4 8.6 MB
04 - Autonomous systems.srt 8.3 KB
05 - Locally linear systems.mp4 5.4 MB
05 - Locally linear systems.srt 5.3 KB
06 - Hamiltonian systems.mp4 9.6 MB
06 - Hamiltonian systems.srt 8.8 KB
07 - Chaos and strange attractors.mp4 8.7 MB
07 - Chaos and strange attractors.srt 8.1 KB
08 - Nonlinear differential equations and systems applications.mp4 15.2 MB
08 - Nonlinear differential equations and systems applications.srt 15.2 KB
01 - What are numerical methods.mp4 6.1 MB
01 - What are numerical methods.srt 6.0 KB
02 - Euler's method.mp4 11.5 MB
02 - Euler's method.srt 10.7 KB
03 - Improved Euler's Method.mp4 14.7 MB
03 - Improved Euler's Method.srt 13.2 KB
04 - Runge-Kutta Method.mp4 14.3 MB
04 - Runge-Kutta Method.srt 12.6 KB
05 - Stability and convergence.mp4 7.5 MB
05 - Stability and convergence.srt 7.4 KB
01 - What are boundary value problems.mp4 9.5 MB
01 - What are boundary value problems.srt 9.8 KB
02 - Two point boundary value problems.mp4 11.5 MB
02 - Two point boundary value problems.srt 10.3 KB
03 - Periodic functions.mp4 9.3 MB
03 - Periodic functions.srt 9.4 KB
04 - Orthogonal functions.mp4 18.1 MB
04 - Orthogonal functions.srt 15.4 KB
05 - Eigenfunctions.mp4 14.2 MB
05 - Eigenfunctions.srt 14.4 KB
06 - Sturm-Liouville boundary value problems.mp4 11.3 MB
06 - Sturm-Liouville boundary value problems.srt 10.7 KB
07 - Fourier series with boundary value problems.mp4 22.8 MB
07 - Fourier series with boundary value problems.srt 22.5 KB
01 - What are partial differential equations.mp4 7.6 MB
01 - What are partial differential equations.srt 7.7 KB
02 - Separation of variables.mp4 9.1 MB
02 - Separation of variables.srt 9.0 KB
03 - Diffusion equation.mp4 20.6 MB
03 - Diffusion equation.srt 19.3 KB
04 - Wave equation.mp4 9.8 MB
04 - Wave equation.srt 9.6 KB
05 - String vibration.mp4 15.1 MB
05 - String vibration.srt 12.2 KB
06 - Schrödinger equation.mp4 21.7 MB
06 - Schrödinger equation.srt 20.5 KB
07 - Laplace's equation.mp4 12.1 MB
07 - Laplace's equation.srt 10.9 KB
08 - Fourier series with partial differential equations.mp4 11.6 MB
08 - Fourier series with partial differential equations.srt 11.6 KB
01 - Next steps and additional resources.mp4 2.7 MB
01 - Next steps and additional resources.srt 1.7 KB
Bonus Resources.txt 70 bytes

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