# Scoring Basics[¶](https://knowledge.dataiku.com/latest/courses/scoring/index.html#scoring-basics "Permalink to this headline")

These articles follow those on Machine Learning Basics. They provide a first hands-on overview of how to apply prediction models to new data, while also managing the model lifecycle.

Tip

This content is also included in a free Dataiku Academy course Scoring Basics, which is part of the ML Practitioner learning path. Register for the course there if you’d like to track and validate your progress alongside concept videos, text summaries, hands-on tutorials, and quizzes.

## Articles[¶](https://knowledge.dataiku.com/latest/courses/scoring/index.html#articles "Permalink to this headline")

* Concept: Deploy the Model

* Hands-On Tutorial: Deploy the Model

* Concept: Scoring Data

* Hands-On Tutorial: Scoring Data

* Concept: Model Lifecycle Management
