# Intro to Machine Learning[¶](https://knowledge.dataiku.com/latest/courses/intro-to-ml/index.html#intro-to-machine-learning "Permalink to this headline")

These articles help beginners unravel the mystery behind machine learning. Use them to gain knowledge of basic machine learning concepts in preparation for, or alongside, more advanced courses.

Tip

This content is also included in a free Dataiku Academy course Intro to Machine Learning, which is an optional 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/intro-to-ml/index.html#articles "Permalink to this headline")

* Concept: Introduction to Machine Learning

* Concept: Predictive Modeling

* Concept: Model Validation

* Concept: Model Evaluation

* Concept: Regression Algorithms

* Concept: Classification Algorithms

* Concept: Clustering Algorithms
