Apache Iceberg for Data Analytics and Machine Learning
.MP4, AVC, 1152x720, 30 fps | English, AAC, 2 Ch | 48m | 122 MB
Instructor: Andrew Madson
Apache Iceberg has become a game changer in the world of analytics and machine learning. Iceberg lets you change your data structure-adding new features, removing columns, or even modifying data types- all while your existing queries and machine learning pipelines continue to run smoothly, so you can experiment without disrupting your production models. In this course, learn about running analytics and creating business intelligence dashboards using Apache Iceberg data on your data lake, and explore how to use Apache Iceberg with Dremio, Power BI, and Jupyter Notebook for advanced analytics and machine learning.
Learning objectives
- Set up a project using Dremio.
- Add sources and create data products with SQL.
- Connect to Power BI.
- Complete data analysis and machine learning with Jupyter Notebook.
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