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Inicio / Buscador / Ciencias de la Computación / Machine Learning
Higher School of Economics vía Coursera
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Logistic Regression with NumPy and Python

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  • Project: Logistic Regression with NumPy and Python
    • Welcome to this project-based course on Logistic Regression with NumPy and Python. In this project, you will do all the machine learning without using any of the popular machine learning libraries such as scikit-learn and statsmodels. The aim of this project and is to implement all the machinery, including gradient descent, cost function, and logistic regression, of the various learning algorithms yourself, so you have a deeper understanding of the fundamentals. By the time you complete this project, you will be able to build a logistic regression model using Python and NumPy, conduct basic exploratory data analysis, and implement gradient descent from scratch.