Linear regression with python
Theory and Practical Examples of Linear Regression Models Using Python (Scikit-learn & Statsmodels)
Logistic regression with python
Theory and Practical Examples of Logistic Regression Models Using Python (Scikit-learn & Statsmodels)
Decision trees with python
Theory and Practical Examples of Decision Tree Models Using Python
Random forest with python
Theory and Practical Examples of Random Forest Models Using Python
Gradient boosting with python
Theory and Practical Examples of Gradient Boosting Models Using Python
PCA with python
Theory and Practical Examples of PCA Models Using Python
Machine learning with Python and Scikitlearn
Tutorial on how to create machine learning models with Python and Scikit-learn
Face Detection and Recognition with Python
Theory and practical examples of Face Detection and Recognition using deep learning models with Python
Introduction to Graphs and Networks
Theory and examples on how to create and analyze networks with NetworkX and Python.
ANOVA
Analysis of Variance (ANOVA) using Python
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