Explore the comprehensive features and functionalities of Cloudera Data Platform (CDP) in this extensive 2.5-hour tutorial. Dive into Cloudera's Shared Data Experience (SDX), Data Hub, Data Warehouse, and Machine Learning components. Learn how to provision workspaces, create clusters, and implement security measures like ABAC, column masking, and row filtering. Discover data engineering techniques, experiment with Cloudera Machine Learning, and understand the day-to-day responsibilities of a CDP admin. Gain hands-on experience with Streams Messaging Manager, NiFi, Kafka, and HBase. Explore advanced topics such as automated Spark job deployment, predictive model validation, and data exploration using various CDP tools. Master the art of creating ML pipelines, accelerating AI training with NVIDIA GPUs, and developing web applications using Operational Databases. By the end of this tutorial, you'll have a comprehensive understanding of CDP's capabilities and how to leverage them for your data management and analysis needs.
Read more