Data Science and Engineering at Enterprise Scale
Notebook-Driven Results and Analysis
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.
Data Science and Engineering at Enterprise Scale
Notebook-Driven Results and Analysis
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.