Complete Guide to Differential Equations Foundations for Data Science
- CategoryOther
- TypeTutorials
- LanguageEnglish
- Total size1.3 GB
- Uploaded Byfreecoursewb
- Downloads68
- Last checkedMay. 02nd '25
- Date uploadedMay. 01st '25
- Seeders 6
- Leechers17
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 - Introduction
- 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)
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