{"page":"\n\n
\n
\n
\n
\n
\n\nVideo\n
\n

\nData Science 🐍 Differential Equations\n

\n
\n
\nGet Free Access for 10 Days!\n
\n
\n
\n
\n
\n
×
\n\n\n
\n\nPublisher:\n\nAPMonitor\n\n\n
\n
\nSpecific types of equations with differential terms arise from fundamental relationships such as conservation of mass, energy, and momentum. Dynamic models can either be regressed (identified) from data or developed without data with...\nSpecific types of equations with differential terms arise from fundamental relationships such as conservation of mass, energy, and momentum. Dynamic models can either be regressed (identified) from data or developed without data with fundamental relationships. Even fundamental relationships may have unknown or uncertain parameters. A combined approach for dynamic system modeling is to use fundamental physics-based relationships with data science. This approach uses the best features of both methods. It creates a model that aligns to measured values and extrapolates to regions where there is no or little data.

Course Modules
1. Data Science 🐍 Course Overview
2. Data Science 🐍 Import / Export
3. Data Science 🐍 Analyze
4. Data Science 🐍 Visualize
5. Data Science 🐍 Prepare Data
6. Data Science 🐍 Regression
7. Data Science 🐍 Features
8. Data Science 🐍 Classification
9. Data Science 🐍 Interpolation
10. Data Science 🐍 Solve Equations
11. Data Science 🐍 Differential Equations
12. Data Science 🐍 Time Series
Data Science 🐍 Final Project

\n
\n
\n\n
\n
\n
\n
\n

Resource Details

\n
\n
\n
\n
Curator Rating
\n
\n
\n
\n
\n
\n
Educator Rating
Not yet Rated
\n
\n
\n
\n
\n
Media Length
\n
15:11
\n
\n
\n
\n
\n
Grade
10th - Higher Ed
\n
\n
\n
\n
\n
Subjects
STEM
3 more...
\n
\n
\n
\n
\n
Media Type
Instructional Videos
\n
\n
\n
\n
\n
Source:
\n
\nAPMonitor.com\n\n
\n
\n
\n
\n
\n
Date
\n
2020
\n
\n
\n
\n
\n\n
Language
English
\n
\n
\n
\n
\n
Audiences
For Teacher Use
2 more...
\n
\n
\n
\n
\n
Usage Permissions
Fine Print: Educational Use
\n
\n
\n
\n
\n
\n

Additional Materials

\n
\n\nSign in or Join Now
\" data-title=\"Get Full Access\" data-container=\"body\" rel=\"popover\" tabindex=\"0\" href=\"/subscription/new\">Video Transcript\n
\n
\n\nSign in or Join Now
\" data-title=\"Get Full Access\" data-container=\"body\" rel=\"popover\" tabindex=\"0\" href=\"/subscription/new\">Video Preview\n
\n
\n
\n

Concepts

\n
\n
data, values, time, parameters
\n
\n\n\n
\n
\n
\n
\n

Additional Tags

\n
\n
gekko, odeint, ode23, integrator, exact, approximate, runge-kutta, args, optimization, differential equation, initial condition, hand side, time points, default values, equation, adjust, equals, return, response, start, gecko, solution, model, solve, python, constant, define, function, derivative, eventually, thing, equal, linspace, print, show
\n
\n\n\n
\n
\n
\n
\n

Classroom Considerations

\n
Best For: Explaining a topic
Video is ad-free
\n
\n
\n

Educator Ratings

\n
\n
\n
\n
\n
\n\nShow resource details\n
\n
\n\" data-title=\"Get Full Access\" data-container=\"body\" rel=\"popover\" tabindex=\"0\" aria-label=\"Play video: Data Science 🐍 Differential Equations\" href=\"/subscription/new\">\"Data\n\n
\n
\n
\n\n\n\n"}