machine-learning-algorithms

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

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The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

ProphitBet is a Machine Learning Soccer Bet prediction application. It analyzes the form of teams, computes match statistics and predicts the outcomes of a match using Advanced Machine Learning (ML) methods. The supported algorithms in this application are Neural Networks, Random Forests & Ensembl M

Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance of models using forecasting metrics such as, MAE, RMSE, MAPE and concluded that Linear Regression model produced the best MAPE in comparison to other models

Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application