CBE 255 - Matlab and Python Tutorial Videos
CBE 255 - Matlab and Python Tutorial Videos
This is a collection of videos intended for new users of both Matlab and Python, specifically for the use in CBE 255.
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This video will discuss interpolation in Python. We will introduce the quad command and will review the use of make interp spline for interpolation.
Integrate_data_Python
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This video will continue discussing integration. We won’t introduce any new commands, but we will be going back to the interp1 command and working extensively with…
Integrating_data_Matlab
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This video will discuss integration in Matlab. We will introduce the commands integral and integral 2.
Integration_Matlab
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This video will discuss solving ODEs in Python. We will introduce the solve_ivp command in the scipy.integrate package.
ODE_Python
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This video will discuss breaking down a higher order ODE into a system of first order differential equations that can be solved by a numerical solver.
Higher_order_ODE
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This video will discuss systems of odes and modifying the ode command. The command odeset will be introduced.
ODE_system_Matlab
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This video will discuss solving ordinary differential equations in Matlab. We will introduce a few ODE commands, including ode45 and ode15s.
ODEs_Matlab
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This video will discuss two other methods to solve nonlinear equations in Matlab. We will introduce the commands fzero and roots.
fzero_roots_Matlab
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This video will discuss fsolve in Python. We will introduce the fsolve command in the scipy.optimize package.
fsolve_Python
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This video will continue discussing how to solve nonlinear equations in Matlab. No new commands will be introduced.
fsolve_Matlab_systems
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This video will discuss how to solve nonlinear equations. We will introduce the command fsolve and optimoptions.
fsolve_Matlab
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This video will briefly discuss solving systems of linear equations in Python. The commands linalg.solve and linalg.lstsq will be introduced.
Linear_Systems_Python
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This video will introduce solving systems of linear equations in Matlab. We’ll introduce the command rank and the use of the backslash to assist with solving…
Linear_Systems_Matlab
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This video will introduce systems of equations, specifically linear systems of equations.
Linear_Systems
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In this video, we will explore how to combine text and numerical data in Python. Python handles this through a features called f-strings, short for formatted string…
fstring_Python
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