A simple introduction to using spark ml pipelines for Spark 2.2+
Check out Machine Learning Pipeline Example.ipynb. You should have PySpark installed (which can be installed with pip install pyspark).
Check out spark-intro-ml-scala.ipynb . You will need a Scala Spark notebook interface.