computational-methods for earth science

Computational-methods course notebooks, class-work notebooks and home-work(in hebrew).
The course teaches how to solve basic computational problems in the feild of earth-seince with Python.
Basic functional programing, and graphic reprenstation of .

• Python version:3.7

Subjects:

1. Intro to python
2. Numpy and Arrays
3. Plotting
4. Introduction to Data Sets
5. Complex Numbers & Polynomials
6. Interpolation & Sorting
7. 3-D Graphics & 2-D Interpolation
8. Numerical differentiation & Interpolation
9. Ordinary differential equation
10. Data Set & Classification

Dependencies:

• numpy
• scipy
• matplotlib
• imageio
• pandas
• sckitlearn
• seaborn