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Introduction to C++ and Numerical Methods

Introduction to C++

Introduction to Programming and C++
Resources
Very fast intro to the basics of c++

Numerical Calculus

Numerical differentiation
Common Numerical Integration Algorithms

Modern and primitive arrays, and basic Linear Algebra

Modern arrays
1D Arrays for 2D Matrices
Vector operations: Coefficient-wise , array computing

Linear Algebra and Numerical Libraries

Linear Systems : Matrices, Vectors, eigen systems

Ordinary differential equations: Initial value problems

Ordinary differential equations (and initial value problems)
Introduction to molecular dynamics through OOP

Random Numbers and Applications

Random Numbers
Random numbers in simulations

Python introduction

Python Programming (very fast) Introduction
Basic data structures
Matplotlib
Efficient Python arrays : Numpy
SciPy - Library of scientific algorithms for Python

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By William Oquendo

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