https://github.com/i-am-surovi/mat120-lab-lectures-bracu
https://github.com/i-am-surovi/mat120-lab-lectures-bracu
bracu bracu-cse-lab bracucse calculus-lab eular integration-lab lab-bracu mat120 mat120-bracu mat120-lab maxima-minima monte-carlo plotting-in-python scipy-lab sympy sympy-library
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- Host: GitHub
- URL: https://github.com/i-am-surovi/mat120-lab-lectures-bracu
- Owner: i-am-surovi
- Created: 2023-10-25T08:23:23.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-10-25T09:02:59.000Z (over 1 year ago)
- Last Synced: 2024-01-30T02:33:06.001Z (about 1 year ago)
- Topics: bracu, bracu-cse-lab, bracucse, calculus-lab, eular, integration-lab, lab-bracu, mat120, mat120-bracu, mat120-lab, maxima-minima, monte-carlo, plotting-in-python, scipy-lab, sympy, sympy-library
- Language: Jupyter Notebook
- Homepage:
- Size: 1.39 MB
- Stars: 2
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
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# BRACU_MAT120_Lab-Lectures
MAT120 - Integral Calculus & Co-ordinate Geometry [CSE,BRACU]
Language: Python
IDE: Google Colab / Jupiter Notebook
Semester: Summer 2023
Lab Faculty: Md Zahidul Islam Laku
# Project
Check this repository
[MAT120 Project](https://github.com/i-am-surovi/mat120-project-bracu)
# Lectures And Topics:
## Lecture - 1
Topic: [Python Basics]
Introduction to Python
## Lecture - 2
Topics: [Sympy basics]
i) Writing expressions
ii) Plotting
iii) Finding maxima-minima
## Lecture - 3
Topics: [Maxima minima in detail]
i) Maxima-Minima
ii) Solveset()
iii) Function of sympy
iv) Ignoring imaginary solutions
## Lecture - 4
Topics: [Integration]
i) Integration without limits
ii) Definite integral
iii) Improper Integral
iv) Numerical integration
## Lecture - 5
Topics: [Differential equations in sympy]
i) Solving Differential Equation
(First order, Second order, Intial value problem)
## Lecture - 6
Topic: [Mathematical modelling]
i) Solving system of differential equations
(Scipy odeint and sympy)
## Lecture - 7
Topic: [Numerical differention]
i) Euler method for solving differential equations
## Lecture - 8
Topics: [Numerical integration]
i) Trapezoidal Rule
ii) Monte Carlo Simulation