How to forecast time series with Prophet in Machine Learning
Time series forecasting with Prophet: learn how to prepare data, train a model and generate reliable forecasts with a p…
4 min
04 Aug 2026
Detect anomalies in time series with Isolation Forest
Detect anomalies in time series with Isolation Forest in Python: a practical method to find outliers and reduce false p…
4 min
24 Jul 2026
How to do clustering with K-Means in Python (scikit-learn)
Learn how to do clustering with K-Means in Python (scikit-learn): prepare the data, scale it, choose the number of clus…
4 min
15 Jul 2026
How to Build a scikit-learn Pipeline: Step by Step
Learn how to build a scikit-learn Pipeline with ColumnTransformer, validate it without data leakage and save a model re…
4 min
13 Jul 2026
How to save and load a Machine Learning model in Python
Learn how to save and load a Machine Learning model with joblib in Python: a step-by-step example plus the trick of sav…
4 min
09 Jul 2026
How to Tune Hyperparameters with GridSearchCV in Python
Learn to tune your model's hyperparameters with scikit-learn's GridSearchCV in Python: a step-by-step example to find t…
4 min
07 Jul 2026
How to one-hot encode categorical data in Python
Learn how to turn categorical data into numeric columns with one-hot encoding in Python, using scikit-learn's OneHotEnc…
4 min
06 Jul 2026
How to Evaluate a Regression Model in Machine Learning
Learn how to evaluate a regression model in Machine Learning using MAE, RMSE and R² in scikit-learn: code examples and …
4 min
05 Jul 2026
How to do cross-validation in Machine Learning
Learn how to do cross-validation in Machine Learning with scikit-learn: use cross_val_score and StratifiedKFold to eval…
4 min
05 Jul 2026
How to train a classification model with scikit-learn
Learn to train a classification model with scikit-learn in Python, step by step: load the data, train with fit() and me…
4 min
05 Jul 2026
How to normalize data with scikit-learn in Machine Learning
Learn how to normalize data in Machine Learning with scikit-learn's StandardScaler and MinMaxScaler, avoiding data leak…
5 min
05 Jul 2026
How to split data into train and test in Machine Learning
Learn how to split data into train and test in Machine Learning using scikit-learn's train_test_split, with clear test_…
4 min
04 Jul 2026