Complete Guide to Differential Equations Foundations for Data Sci...

Category Other
Type Tutorials
Language English
Total size 1.3 GB
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Complete Guide to Differential Equations Foundations for Data Science

https://WebToolTip.com

Released 04/2025
With Megan Silvey
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 13h 25m 4s | Size: 1.34 GB

Discover foundational concepts of differential equations, focusing on different orders and linearity along with other common topics such as series, systems, and Laplace transforms.

Course details
This course covers the essentials of differential equations, focusing on different orders and linearity along with other common topics. With practical explanations and examples, instructor Megan Silvey guides you through the core concepts and skills required to work with first-, second-, and higher-order differential equations—just like a traditional university-level course. Along the way, develop a thorough understanding of complex differential equations such as nonlinear and partial differential equations. By the end of this course, you’ll also be prepared to navigate other key differential equations topics including series, systems, Laplace transforms, numerical methods, and boundary value problems.

                Files: 

                [ FreeCourseWeb.com ] Complete Guide to Differential Equations Foundations for Data Science
Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here !01 - Introduction01 - Introduction to differential equations.mp4 (2.6 MB)
- Introduction to differential equations.srt (1.4 KB)
- What you should know.mp4 (2.2 MB)
- What you should know.srt (1.4 KB)
- Linear algebra review.mp4 (26.3 MB)
- Linear algebra review.srt (29.5 KB)
- 1. Differential Equations01 - What is a derivative.mp4 (11.9 MB)
- What is a derivative.srt (12.3 KB)
- What are differential equations.mp4 (5.8 MB)
- What are differential equations.srt (6.4 KB)
- Direction fields.mp4 (12.2 MB)
- Direction fields.srt (9.4 KB)
- Differential equation orders.mp4 (7.0 MB)
- Differential equation orders.srt (7.3 KB)
- Ordinary vs. partial differential equations.mp4 (7.4 MB)
- Ordinary vs. partial differential equations.srt (7.8 KB)
- Linear vs. nonlinear differential equations.mp4 (7.8 MB)
- Linear vs. nonlinear differential equations.srt (7.5 KB)
- Differential equation solutions.mp4 (5.7 MB)
- Differential equation solutions.srt (6.2 KB)
- Initial value problems.mp4 (8.1 MB)
- Initial value problems.srt (8.4 KB)
- 2. First Order Differential Equations01 - First order differential equations introduction.mp4 (6.4 MB)
- First order differential equations introduction.srt (6.3 KB)
- Calculating first order differential equations.mp4 (9.9 MB)
- Calculating first order differential equations.srt (10.6 KB)
- Linear differential equations.mp4 (16.4 MB)
- Linear differential equations.srt (16.9 KB)
- Separable differential equations.mp4 (14.2 MB)
- Separable differential equations.srt (14.9 KB)
- Exact differential equations.mp4 (21.2 MB)
- Exact differential equations.srt (19.4 KB)
- Bernoulli differential equations.mp4 (14.6 MB)
- Bernoulli differential equations.srt (14.1 KB)
- Substitutions.mp4 (9.1 MB)
- Substitutions.srt (8.9 KB)
- 3. First Order Differential Equations Applications01 - Growth and decay.mp4 (15.0 MB)
- Growth and decay.srt (13.0 KB)
- Population.mp4 (12.5 MB)
- Population.srt (11.1 KB)
- Orthogonal trajectories.mp4 (11.6 MB)
- Orthogonal trajectories.srt (11.5 KB)
- Velocity.mp4 (14.3 MB)
- Velocity.srt (12.7 KB)
- Cooling and heating.mp4 (12.3 MB)
- Cooling and heating.srt (12.2 KB)
- Mixing.mp4 (18.2 MB)
- Mixing.srt (16.3 KB)
- Carbon-14 dating.mp4 (15.1 MB)
- Carbon-14 dating.srt (14.1 KB)
- RC circuit.mp4 (16.4 MB)
- RC circuit.srt (13.6 KB)
- Curves.mp4 (14.9 MB)
- Curves.srt (12.4 KB)
- 4. Second Order Differential Equations01 - Second order differential equations introduction.mp4 (8.9 MB)
- Second order differential equations introduction.srt (8.9 KB)
- Calculating second order differential equations.mp4 (11.3 MB)
- Calculating second order differential equations.srt (11.2 KB)
- Constant coefficient homogeneous second order equations.mp4 (11.3 MB)
- Constant coefficient homogeneous second order equations.srt (11.0 KB)
- Real and distinct roots.mp4 (15.9 MB)
- Real and distinct roots.srt (15.5 KB)
- Identical real roots.mp4 (16.7 MB)
- Identical real roots.srt (16.2 KB)
- Complex roots.mp4 (21.2 MB)
- Complex roots.srt (20.5 KB)
- Superposition.mp4 (14.3 MB)
- Superposition.srt (15.1 KB)
- Wronskian.mp4 (10.5 MB)
- Wronskian.srt (9.5 KB)
- Reduction of order.mp4 (22.8 MB)
- Reduction of order.srt (17.4 KB)
- Nonhomogeneous second order equations.mp4 (8.9 MB)
- Nonhomogeneous second order equations.srt (8.8 KB)
- Undetermined coefficients.mp4 (21.9 MB)
- Undetermined coefficients.srt (18.6 KB)
- Variation of parameters.mp4 (23.0 MB)
- Variation of parameters.srt (19.9 KB)
- Second order differential equations applications.mp4 (11.6 MB)
- Second order differential equations applications.srt (11.2 KB)
- 5. Higher Order Differential Equations01 - Higher order differential equations introduction.mp4 (11.2 MB)
- Higher order differential equations introduction.srt (11.5 KB)
- Calculating higher order differential equations.mp4 (13.5 MB)
- Calculating higher order differential equations.srt (12.3 KB)
- Linear homogeneous higher order equations.mp4 (8.1 MB)
- Linear homogeneous higher order equations.srt (7.7 KB)
- Various roots.mp4 (24.4 MB)
- Various roots.srt (22.6 KB)
- Reduction of order with higher order equations.mp4 (31.9 MB)
- Reduction of order with higher order equations.srt (28.0 KB)
- Nonhomogeneous higher order equations.mp4 (9.3 MB)
- Nonhomogeneous higher order equations.srt (9.3 KB)
- Undetermined coefficients with higher order equations.mp4 (25.9 MB)
- Undetermined coefficients with higher order equations.srt (21.4 KB)
- Variation of parameters with higher order Equations.mp4 (19.7 MB)
- Variation of parameters with higher order Equations.srt (17.4 KB)
- Higher order differential equations applications.mp4 (12.1 MB)
- Higher order differential equations applications.srt (11.2 KB)
- 6. Series01 - What is a series.mp4 (11.7 MB)
- What is a series.srt (11.2 KB)
- Power series.mp4 (11.5 MB)
- Power series.srt (11.3 KB)
- Taylor series.mp4 (6.1 MB)
- Taylor series.srt (6.2 KB)
- Near ordinary points.mp4 (16.4 MB)
- Near ordinary points.srt (15.8 KB)
- Regular singular points.mp4 (6.2 MB)
- Regular singular points.srt (6.3 KB)
- Euler equations.mp4 (14.0 MB)
- Euler equations.srt (12.9 KB)
- Near regular singular points.mp4 (17.4 MB)
- Near regular singular points.srt (14.9 KB)
- 7. Systems01 - Systems of differential equations.mp4 (13.1 MB)
- Systems of differential equations.srt (13.2 KB)
- Calculating systems of first order linear differential equations.mp4 (16.7 MB)
- Calculating systems of first order linear differential equations.srt (15.8 KB)
- Linear homogeneous systems of first order differential equations.mp4 (11.5 MB)
- Linear homogeneous systems of first order differential equations.srt (11.7 KB)
- Real and distinct eigenvalues.mp4 (18.3 MB)
- Real and distinct eigenvalues.srt (17.6 KB)
- Complex eigenvalues.mp4 (26.1 MB)
- Complex eigenvalues.srt (26.0 KB)
- Identical real eigenvalues.mp4 (20.8 MB)
- Identical real eigenvalues.srt (19.7 KB)
- Linear nonhomogeneous systems of first order differential equations.mp4 (28.1 MB)
- Linear nonhomogeneous systems of first order differential equations.srt (27.2 KB)
- Systems of differential equations applications.mp4 (16.5 MB)
- Systems of differential equations applications.srt (14.5 KB)
- 8. Laplace Transform01 - What is the Laplace transform.mp4 (10.0 MB)
- What is the Laplace transform.srt (10.6 KB)
- Calculating the Laplace transform.mp4 (11.5 MB)
- Calculating the Laplace transform.srt (13.0 KB)
- Laplace transform properties.mp4 (12.1 MB)
- Laplace transform properties.srt (12.5 KB)
- Inverse Laplace transform.mp4 (10.0 MB)
- Inverse Laplace transform.srt (11.8 KB)
- Solving differential equations using Laplace transforms.mp4 (25.6 MB)
- Solving differential equations using Laplace transforms.srt (24.5 KB)
- Step functions.mp4 (15.5 MB)
- Step functions.srt (16.5 KB)
- Dirac delta function.mp4 (15.8 MB)
- Dirac delta function.srt (16.3 KB)
- Rectangular impulse functions.mp4 (9.9 MB)
- Rectangular impulse functions.srt (9.5 KB)
- Convolution integrals.mp4 (14.9 MB)
- Convolution integrals.srt (15.7 KB)
- 9. Nonlinear Differential Equations and Systems01 - What are nonlinear differential equations and systems.mp4 (8.2 MB)
- What are nonlinear differential equations and systems.srt (7.4 KB)
- Equilibrium point analysis.mp4 (9.4 MB)
- Equilibrium point analysis.srt (9.0 KB)
- Bifurcations.mp4 (13.6 MB)
- Bifurcations.srt (12.6 KB)
- Autonomous systems.mp4 (8.6 MB)
- Autonomous systems.srt (8.3 KB)
- Locally linear systems.mp4 (5.4 MB)
- Locally linear systems.srt (5.3 KB)
- Hamiltonian systems.mp4 (9.6 MB)
- Hamiltonian systems.srt (8.8 KB)
- Chaos and strange attractors.mp4 (8.7 MB)
- Chaos and strange attractors.srt (8.1 KB)
- Nonlinear differential equations and systems applications.mp4 (15.2 MB)
- Nonlinear differential equations and systems applications.srt (15.2 KB)
- 10. Numerical Methods01 - What are numerical methods.mp4 (6.1 MB)
- What are numerical methods.srt (6.0 KB)
- Euler's method.mp4 (11.5 MB)
- Euler's method.srt (10.7 KB)
- Improved Euler's Method.mp4 (14.7 MB)
- Improved Euler's Method.srt (13.2 KB)
- Runge-Kutta Method.mp4 (14.3 MB)
- Runge-Kutta Method.srt (12.6 KB)
- Stability and convergence.mp4 (7.5 MB)
- Stability and convergence.srt (7.4 KB)
- 11. Boundary Value Problems01 - What are boundary value problems.mp4 (9.5 MB)
- What are boundary value problems.srt (9.8 KB)
- Two point boundary value problems.mp4 (11.5 MB)
- Two point boundary value problems.srt (10.3 KB)
- Periodic functions.mp4 (9.3 MB)
- Periodic functions.srt (9.4 KB)
- Orthogonal functions.mp4 (18.1 MB)
- Orthogonal functions.srt (15.4 KB)
- Eigenfunctions.mp4 (14.2 MB)
- Eigenfunctions.srt (14.4 KB)
- Sturm-Liouville boundary value problems.mp4 (11.3 MB)
- Sturm-Liouville boundary value problems.srt (10.7 KB)
- Fourier series with boundary value problems.mp4 (22.8 MB)
- Fourier series with boundary value problems.srt (22.5 KB)
- 12. Partial Differential Equations01 - What are partial differential equations.mp4 (7.6 MB)
- What are partial differential equations.srt (7.7 KB)
- Separation of variables.mp4 (9.1 MB)
- Separation of variables.srt (9.0 KB)
- Diffusion equation.mp4 (20.6 MB)
- Diffusion equation.srt (19.3 KB)
- Wave equation.mp4 (9.8 MB)
- Wave equation.srt (9.6 KB)
- String vibration.mp4 (15.1 MB)
- String vibration.srt (12.2 KB)
- Schrödinger equation.mp4 (21.7 MB)
- Schrödinger equation.srt (20.5 KB)
- Laplace's equation.mp4 (12.1 MB)
- Laplace's equation.srt (10.9 KB)
- Fourier series with partial differential equations.mp4 (11.6 MB)
- Fourier series with partial differential equations.srt (11.6 KB)
- Continuing Your Differential Equations Learning Journey01 - Next steps and additional resources.mp4 (2.7 MB)
- Next steps and additional resources.srt (1.7 KB)
Bonus Resources.txt (0.1 KB)

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