Complete Guide to Differential Equations Foundations for Data Sci
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| Torrent Hash : | 00D1A77BE8C6D2AAD333B0C77DF4C9AE8051FB45 |
| Torrent Added : | at May 1, 2025, 12:20 a.m. in Other |
| Torrent Size : | 1.3 GB |
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Complete Guide to Differential Equations Foundations for Data Sci
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Complete Guide to Differential Equations Foundations for Data Sci
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01 - Introduction to differential equations.mp4 -
01 - Introduction to differential equations.srt -
02 - What you should know.mp4 -
02 - What you should know.srt -
03 - Linear algebra review.mp4 -
03 - Linear algebra review.srt -
01 - What is a derivative.mp4 -
01 - What is a derivative.srt -
02 - What are differential equations.mp4 -
02 - What are differential equations.srt -
03 - Direction fields.mp4 -
03 - Direction fields.srt -
04 - Differential equation orders.mp4 -
04 - Differential equation orders.srt -
05 - Ordinary vs. partial differential equations.mp4 -
05 - Ordinary vs. partial differential equations.srt -
06 - Linear vs. nonlinear differential equations.mp4 -
06 - Linear vs. nonlinear differential equations.srt -
07 - Differential equation solutions.mp4 -
07 - Differential equation solutions.srt -
08 - Initial value problems.mp4 -
08 - Initial value problems.srt -
01 - First order differential equations introduction.mp4 -
01 - First order differential equations introduction.srt -
02 - Calculating first order differential equations.mp4 -
02 - Calculating first order differential equations.srt -
03 - Linear differential equations.mp4 -
03 - Linear differential equations.srt -
04 - Separable differential equations.mp4 -
04 - Separable differential equations.srt -
05 - Exact differential equations.mp4 -
05 - Exact differential equations.srt -
06 - Bernoulli differential equations.mp4 -
06 - Bernoulli differential equations.srt -
07 - Substitutions.mp4 -
07 - Substitutions.srt -
01 - Growth and decay.mp4 -
01 - Growth and decay.srt -
02 - Population.mp4 -
02 - Population.srt -
03 - Orthogonal trajectories.mp4 -
03 - Orthogonal trajectories.srt -
04 - Velocity.mp4 -
04 - Velocity.srt -
05 - Cooling and heating.mp4 -
05 - Cooling and heating.srt -
06 - Mixing.mp4 -
06 - Mixing.srt -
07 - Carbon-14 dating.mp4 -
07 - Carbon-14 dating.srt -
08 - RC circuit.mp4 -
08 - RC circuit.srt -
09 - Curves.mp4 -
09 - Curves.srt -
01 - Second order differential equations introduction.mp4 -
01 - Second order differential equations introduction.srt -
02 - Calculating second order differential equations.mp4 -
02 - Calculating second order differential equations.srt -
03 - Constant coefficient homogeneous second order equations.mp4 -
03 - Constant coefficient homogeneous second order equations.srt -
04 - Real and distinct roots.mp4 -
04 - Real and distinct roots.srt -
05 - Identical real roots.mp4 -
05 - Identical real roots.srt -
06 - Complex roots.mp4 -
06 - Complex roots.srt -
07 - Superposition.mp4 -
07 - Superposition.srt -
08 - Wronskian.mp4 -
08 - Wronskian.srt -
09 - Reduction of order.mp4 -
09 - Reduction of order.srt -
10 - Nonhomogeneous second order equations.mp4 -
10 - Nonhomogeneous second order equations.srt -
11 - Undetermined coefficients.mp4 -
11 - Undetermined coefficients.srt -
12 - Variation of parameters.mp4 -
12 - Variation of parameters.srt -
13 - Second order differential equations applications.mp4 -
13 - Second order differential equations applications.srt -
01 - Higher order differential equations introduction.mp4 -
01 - Higher order differential equations introduction.srt -
02 - Calculating higher order differential equations.mp4 -
02 - Calculating higher order differential equations.srt -
03 - Linear homogeneous higher order equations.mp4 -
03 - Linear homogeneous higher order equations.srt -
04 - Various roots.mp4 -
04 - Various roots.srt -
05 - Reduction of order with higher order equations.mp4 -
05 - Reduction of order with higher order equations.srt -
06 - Nonhomogeneous higher order equations.mp4 -
06 - Nonhomogeneous higher order equations.srt -
07 - Undetermined coefficients with higher order equations.mp4 -
07 - Undetermined coefficients with higher order equations.srt -
08 - Variation of parameters with higher order Equations.mp4 -
08 - Variation of parameters with higher order Equations.srt -
09 - Higher order differential equations applications.mp4 -
09 - Higher order differential equations applications.srt -
01 - What is a series.mp4 -
01 - What is a series.srt -
02 - Power series.mp4 -
02 - Power series.srt -
03 - Taylor series.mp4 -
03 - Taylor series.srt -
04 - Near ordinary points.mp4 -
04 - Near ordinary points.srt -
05 - Regular singular points.mp4 -
05 - Regular singular points.srt -
06 - Euler equations.mp4 -
06 - Euler equations.srt -
07 - Near regular singular points.mp4 -
07 - Near regular singular points.srt -
01 - Systems of differential equations.mp4 -
01 - Systems of differential equations.srt -
02 - Calculating systems of first order linear differential equations.mp4 -
02 - Calculating systems of first order linear differential equations.srt -
03 - Linear homogeneous systems of first order differential equations.mp4 -
03 - Linear homogeneous systems of first order differential equations.srt -
04 - Real and distinct eigenvalues.mp4 -
04 - Real and distinct eigenvalues.srt -
05 - Complex eigenvalues.mp4 -
05 - Complex eigenvalues.srt -
06 - Identical real eigenvalues.mp4 -
06 - Identical real eigenvalues.srt -
07 - Linear nonhomogeneous systems of first order differential equations.mp4 -
07 - Linear nonhomogeneous systems of first order differential equations.srt -
08 - Systems of differential equations applications.mp4 -
08 - Systems of differential equations applications.srt -
01 - What is the Laplace transform.mp4 -
01 - What is the Laplace transform.srt -
02 - Calculating the Laplace transform.mp4 -
02 - Calculating the Laplace transform.srt -
03 - Laplace transform properties.mp4 -
03 - Laplace transform properties.srt -
04 - Inverse Laplace transform.mp4 -
04 - Inverse Laplace transform.srt -
05 - Solving differential equations using Laplace transforms.mp4 -
05 - Solving differential equations using Laplace transforms.srt -
06 - Step functions.mp4 -
06 - Step functions.srt -
07 - Dirac delta function.mp4 -
07 - Dirac delta function.srt -
08 - Rectangular impulse functions.mp4 -
08 - Rectangular impulse functions.srt -
09 - Convolution integrals.mp4 -
09 - Convolution integrals.srt -
01 - What are nonlinear differential equations and systems.mp4 -
01 - What are nonlinear differential equations and systems.srt -
02 - Equilibrium point analysis.mp4 -
02 - Equilibrium point analysis.srt -
03 - Bifurcations.mp4 -
03 - Bifurcations.srt -
04 - Autonomous systems.mp4 -
04 - Autonomous systems.srt -
05 - Locally linear systems.mp4 -
05 - Locally linear systems.srt -
06 - Hamiltonian systems.mp4 -
06 - Hamiltonian systems.srt -
07 - Chaos and strange attractors.mp4 -
07 - Chaos and strange attractors.srt -
08 - Nonlinear differential equations and systems applications.mp4 -
08 - Nonlinear differential equations and systems applications.srt -
01 - What are numerical methods.mp4 -
01 - What are numerical methods.srt -
02 - Euler's method.mp4 -
02 - Euler's method.srt -
03 - Improved Euler's Method.mp4 -
03 - Improved Euler's Method.srt -
04 - Runge-Kutta Method.mp4 -
04 - Runge-Kutta Method.srt -
05 - Stability and convergence.mp4 -
05 - Stability and convergence.srt -
01 - What are boundary value problems.mp4 -
01 - What are boundary value problems.srt -
02 - Two point boundary value problems.mp4 -
02 - Two point boundary value problems.srt -
03 - Periodic functions.mp4 -
03 - Periodic functions.srt -
04 - Orthogonal functions.mp4 -
04 - Orthogonal functions.srt -
05 - Eigenfunctions.mp4 -
05 - Eigenfunctions.srt -
06 - Sturm-Liouville boundary value problems.mp4 -
06 - Sturm-Liouville boundary value problems.srt -
07 - Fourier series with boundary value problems.mp4 -
07 - Fourier series with boundary value problems.srt -
01 - What are partial differential equations.mp4 -
01 - What are partial differential equations.srt -
02 - Separation of variables.mp4 -
02 - Separation of variables.srt -
03 - Diffusion equation.mp4 -
03 - Diffusion equation.srt -
04 - Wave equation.mp4 -
04 - Wave equation.srt -
05 - String vibration.mp4 -
05 - String vibration.srt -
06 - Schrödinger equation.mp4 -
06 - Schrödinger equation.srt -
07 - Laplace's equation.mp4 -
07 - Laplace's equation.srt -
08 - Fourier series with partial differential equations.mp4 -
08 - Fourier series with partial differential equations.srt -
01 - Next steps and additional resources.mp4 -
01 - Next steps and additional resources.srt -
Bonus Resources.txt -
Please login or create a FREE account to post comments
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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