- 數據分析經驗
- Python 程式設計經驗
觀眾
- 數據科學家
- 軟體工程師
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。
介紹
- Dask 特性和優勢概述
- Python 中的並行計算
開始
- 安裝 Dask
- Dask 庫、元件和 API
- 最佳做法和提示
擴展 NumPy、SciPy 和 Pandas
- Dask 陣組示例和用例
- 塊和被阻止的演算法
- 重疊計算
- SciPy stats 和 LinearOperator
- Numpy 切片和賦值
- DataFrames 和 Pandas
Dask 內部結構和圖形用戶介面
- 支援的介面
- 調度程序和診斷
- 分析性能
- 圖計算
優化和部署 Dask
- 設置自適應部署
- 連接到遠端數據
- 調試並行程式
- 部署Dask集群
- 使用 GPU
- 在雲環境中部署Dask
故障排除
摘要和後續步驟
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