Remove category scala
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2021 Data/AI Salary Survey

O'Reilly on Data

64% of the respondents took part in training or obtained certifications in the past year, and 31% reported spending over 100 hours in training programs, ranging from formal graduate degrees to reading blog posts. The outliers were Rust, which had the highest average salary (over $180,000), Go ($179,000), and Scala ($178,000).

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Use IAM runtime roles with Amazon EMR Studio Workspaces and AWS Lake Formation for cross-account fine-grained access control

AWS Big Data

Amazon EMR Studio is an integrated development environment (IDE) that makes it straightforward for data scientists and data engineers to develop, visualize, and debug data engineering and data science applications written in R, Python, Scala, and PySpark. For instruction, please refer to Create a data lake administrator.

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Next generation tools for data science

The Unofficial Google Data Science Blog

By DAVID ADAMS Since inception, this blog has defined “data science” as inference derived from data too big to fit on a single computer. Thus it is easy to use Spark for interactive analysis (from a python or scala shell) and to prototype ML algorithms but harder to do so in Dataflow. map( lambda x: convert_line(x.