How to Make Predictions with scikit-learn

How to predict classification or regression outcomes with scikit-learn models in Python. Once you choose and fit a final machine learning model in scikit-learn, you can use it to make predictions on new data instances. There is some confusion amongst beginners about how exactly to do this. I often see questions such as: How do […]

ensemble learning - Why in the stacking of scikit-learn the estimators are fitted on the whole training data? - Cross Validated

Scikit - Learn Cheat Sheet: Python Machine Learning

If I already have a scikit-learn model, then how do I use it in the real world? Do we make predictions only in a notebook? Can it be used for apps?

An Introduction to Logistic Regression in Python with statsmodels and scikit -learn, by Scott A. Adams

How to make predictions with Scikit-Learn - ActiveState

Random Forest in Python with scikit-learn

How to Extend Scikit-learn and Bring Sanity to Your Machine Learning Workflow - KDnuggets

Scoring predictions in sklearn (Python machine learning) - Stack Overflow

How To Build a Machine Learning Classifier in Python with Scikit-learn

First model with scikit-learn — Scikit-learn course

Prediction at Scale with scikit-learn and PySpark Pandas UDFs, by Civis Analytics, The Civis Journal