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AlejandroUN/README.md

Hi there, I'm Cristian 👋

Great to see you here! Profile views

About me

I am a math and technology lover currently enrolled in the Master 2 (MSc) - Data Science with a focus on Applied Mathematics and Statistics from the Institut Polytechnique de Paris whose courses are teached by the École Polytechnique. My dream is to be part of the artificial intelligence revolution by making a contribution in the future to this field.

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  1. Neural-Style-Transfer-project-IMA206 Neural-Style-Transfer-project-IMA206 Public

    Application and study of the Art Style Neural Network Algorithm of Gatys et al that can separate and recombine the content and style of natural images. The algorithm makes it possible to produce ne…

    Jupyter Notebook

  2. Dermoscopic-Images-Classifier Dermoscopic-Images-Classifier Public

    Classifier for dermoscopic (skin lession) images applying different models such as: Support Vector Machines linear and nonlinear, Random Forest, K-Neighbors, EleNet, ResNet (ResNet101, ResNet152), …

    Jupyter Notebook

  3. Dedun Dedun Public

    Professional and academic networking using psychometric tests and graph theory to make the process of finding fellow students, companies and potential employees more efficient.

    Vue 1

  4. Optimization-for-Machine-Learning-SD-TSIA211 Optimization-for-Machine-Learning-SD-TSIA211 Public

    A large number of statistical learning problems (calculating an estimator, a classifier, etc.) boil down to minimizing a functional, typically an empirical risk. Optimization methods are therefore…

    Jupyter Notebook

  5. Machine-Learning-for-Object-Recognition-IMA205 Machine-Learning-for-Object-Recognition-IMA205 Public

    This course introduces the main machine learning techniques for image analysis. More specifically: - Introduction to unsupervised learning (curse of dimensionality, PCA, ACI, NNMF) - Introduction t…

    Jupyter Notebook

  6. Coherent-Imaging-Source-Separation-Remote-Sensing-IMA207 Coherent-Imaging-Source-Separation-Remote-Sensing-IMA207 Public

    The course covers new concepts in the Image field (such as coherent imaging and multiplicative noise, source separation, etc.), using remote sensing applications as a common thread (SAR - synthetic…

    Jupyter Notebook