- 数据分析经验
- Python 编程经验
观众
- 数据科学家
- 软件工程师
Dask是平行计算的灵活和高性能图书馆。 它扩展和加速大数据处理与其他基于数据科学的图书馆,如 Pandas,Numpy,和Scikit-Learn。
由教练引导,现场培训(在线或在线)旨在数据科学家和软件工程师谁希望使用 Dask 与 Python 生态系统构建,规模和分析大数据集。
在本研讨会结束后,参与者将能够:
- 设置环境以开始构建大数据处理与 Dask 和 Python.
- 探索在 Dask 中可用的功能、图书馆、工具和API。
- 如何理解 Dask 加速平行计算在 Python.
- 你們應當知道,你們的教導是怎樣的,你們的教導是怎樣的。
- 优化 Dask 环境,以保持大数据集处理的高性能。
课程格式
- 互动讲座和讨论。
- 很多练习和练习。
- 在现场实验室环境中进行手动实施。
课程定制选项
- 要申请此课程的定制培训,请联系我们安排。
介绍
- Dask 特性和优势概述
- Python 中的并行计算
开始
- 安装 Dask
- Dask 库、组件和 API
- 最佳做法和提示
扩展 NumPy、SciPy 和 Pandas
- Dask 数组示例和用例
- 块和被阻止的算法
- 重叠计算
- SciPy stats 和 LinearOperator
- Numpy 切片和赋值
- DataFrames 和 Pandas
Dask 内部结构和图形用户界面
- 支持的接口
- 调度程序和诊断
- 分析性能
- 图计算
优化和部署 Dask
- 设置自适应部署
- 连接到远程数据
- 调试并行程序
- 部署 Dask 集群
- 使用 GPU
- 在云环境中部署 Dask
故障 排除
摘要和后续步骤
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