Google is promising a single notebook environment for machine learning and data analytics, integrating SQL, Python, and ...

同样在Colab Enterprise笔记本中，谷歌提供数据科学智能体，据称已增强该智能体，在其详细计划中纳入工具使用，包括使用BigQuery ML进行训练和推理、使用BigQuery DataFrames通过Python进行分析，或大规模Spark转换（目前处于预览阶段）。谷歌在2022年宣布BigQuery支持Apache Spark。

在当今迅速发展的科技时代，数据科学与机器学习正逐步成为推动各行各业创新与发展的核心动力。谷歌近期宣布，其Colab Enterprise将SQL、Python和Apache Spark三者完美融合，致力于为数据科学家和分析师提供一个统一的工作环境。这一举措不仅标志着谷歌在数据分析与机器学习领域的又一次技术革新，也为广大数据科学工作者解决了长期以来困扰他们的效率问题。

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Google Cloud is adding new features to Colab in BigQuery that, it said, will boost the productivity of data scientists.

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