As enterprise-scale data science has become more focused on data-driven decision making and machine learning, new tools have emerged to help facilitate these processes. This practical ebook will help you:
- Understand how notebooks and the collaboration tools can streamline communication between teams
- Gain a high-level overview of scalable data science platforms including Spark and TensorFlow, and use notebooks to integrate multi-platform workflows
- Migrate SQL workloads into Spark
- Dig deeper into Spark functionality with real-world examples using GraphFrames API, Spark Streaming, and Structured Streaming
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