# Machine Learning[¶](https://developer.dataiku.com/latest/tutorials/machine-learning/index.html#machine-learning "Permalink to this heading")

This tutorial section contains learning material on programmatically training, managing and deploying machine learning models in Dataiku.

**Experiment Tracking**

* With XGBoost and custom pre-processing

* With Keras/Tensorflow for sentiment analysis

* With Catboost

* With LightGBM

* With scikit-learn

**Pre-trained Models**

* Tensorflow

* PyTorch

* Hugging Face

* SentenceTransformers

* spaCy

* NLTK

**Model Export**

* Wrapping an exported model in a CLI tool

**Others**

* Using Azure ML from a notebook
