Matlab is a widely used scripting language focused strictly focusing specifically in mathematics, providing a large set of tools and libraries for data and systems visualization. It is an essential scientific computing tool.
This course address the needs of undergraduate students, as well as more advanced programmers that need help completing their project, and is structured as follows
Basics of programming and Matlab
Basics Matlab tools: histograms, imaging, file and data handling etc
Matlab libraries for Machine Learning
Python is a vastly applicable scripting language combining classes, functions and versatile variable declarations. Its popularity has exploded for teaching or research and development.
This class addresses the needs of newcomer to the programming world, as well as advanced students that need an opportunity to discuss programming matters in more detail. The structure of this course is the following
Basics of programming and the Python programming language
Basics of Python: variable types, classes, functions
Useful modules: numpy, scikit, matplotlib, pandas, torch, tensorflow, os, sys, etc.
Lessons are offered mostly in the afternoon hours, however, differences in the time zones (if any) can be discussed.
Linear Algebra help us solve systems of equations. Physics, Computer Science, Mathematics, Chemistry- whatever field you are studying, multi-dimensional algebra is there!
This course address the needs of the undergraduate, as well as more advanced students that need a helping hand with their project.
This course is structured as follows
System of equations
Matrices, vectors and spaces.
Matrix operators
Projections
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