LIFESCIENC 30A
University Of California - Berkeley
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Exam (elaborations)
LS 30A: MATHEMATICS FOR LIFE SCIENTISTS FALL 2019 – LECTURES 2 and 3 STUDY GUIDE FOR THE FINAL EXAM
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---5January 20232022/2023A+
- LS 30A: MATHEMATICS FOR LIFE SCIENTISTS 
FALL 2019 – LECTURES 2 and 3 
STUDY GUIDE FOR THE FINAL EXAM 
IN SHORT You need to know all the material that was covered in the lectures and also all the 
material from the textbook that corresponds to what was covered in the lectures, with a small number 
of exceptions that will be indicated below. 
The Further Exercises from your homework are the best indication of what to expect. 
You will need a basic, non-programmable calculator on this exam. 
The...
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Abbyy01
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Exam (elaborations)
Lab Quiz LS30A F19 with correct answers
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---4January 20232022/2023A+
- Lab Quiz LS30A F19 
1. The simulation script below simulates the model for the spring with friction, with state variables X and 
V. In the table below explain what each line of code does. The lines are numbered for your convenience. 
The explanation for the first line is given as an example. 
1 t = srange(0,100,0.1) 
2 var('X,V') 
3 sol= desolve_odeint([V,-X - 0.1*V],ics=[100,20],dvars=[X,V],times=t) 
4 list_plot(zip(t,sol), color='red', plotjoined = True) 
Line Your Explanation 
1 creates a...
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Abbyy01