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I'm a passionate geoscientist with a strong background in data analysis. My expertise lies in working with geophysical measurements data, programming geophysical inversion algorithms in python, research and implement appropriate Machine Learning algorithms and tools and perform statistical analysis and fine-tuning using test results in laboratory geomechanics for rock fracture . Proficient in handling massive datasets, I am adept at leveraging advanced analytics to derive valuable insights.

Alejandra Vesga-Ramírez's Projects

2d-fem icon 2d-fem

Python code to solve for the displacement of a 2d beam using Finite Element Method. Towards a Design Project at BITS Pilani Goa Campus under Dr. Gaurav Singh

basic-mathematics-for-machine-learning icon basic-mathematics-for-machine-learning

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

books icon books

Source code for 100+ books, kept here for quick reference

fem-2d icon fem-2d

Finite element modeling of some 2D benchmarks : heat conduction, linear elasticity, dam break flow, viscous fingering in porous media.

gempy icon gempy

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to adress parameter and model uncertainties.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ml4rocks icon ml4rocks

Tutorials for basic machine learning applied to mineral exploration

primeros_pasos_python icon primeros_pasos_python

Este repositorio fue creado con el fin de ser utilizado en cursos donde se deba enseñar Python desde el comienzo y donde no exista el tiempo suficiente para dedicar a los primeros pasos.

python-is-for-lovers icon python-is-for-lovers

My coworkers often ask me for Python learning resources. Here are some picks. Many skill levels, emphasis on beginner and intermediate.

resources icon resources

Inventory of all the educational content that I share on spatial data analytics, geostatistics and machine learning. I hope these resources are helpful, Prof. Michael Pyrcz

tutoriales-gmsh icon tutoriales-gmsh

Tutoriales sobre creación de mallas en GMSH y uso de la API en Python

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