Data Visualization, Processing and Machine Learning - on the JVM with Apache Zeppelin
Explore data visualization, processing, and machine learning techniques using Apache Zeppelin in this conference talk from Devoxx Poland 2019. Dive into the world of interactive notebooks and discover how Apache Zeppelin facilitates data ingestion, discovery, analytics, visualization, and collaboration. Learn about the multiple backends supported by Zeppelin, including Apache Spark and JDBC. Witness the power of Zeppelin's Spark built-in interpreter, which allows for runtime loading of JARs and coding in Scala, Groovy, or Kotlin directly within the notebook. Follow along as the speaker demonstrates loading a dataset, creating visualizations, and writing Groovy and Scala code to manipulate and filter data. Gain insights into applying machine learning techniques to the dataset, conducting analysis, and generating informative graphs to examine the results. This 48-minute presentation offers a comprehensive look at leveraging Apache Zeppelin for data-driven projects on the JVM.