- 無需事先具備編程經驗
目標受眾
- 數據科學家
- IT專業人士
Google Colab 是一个免费的云端平台，允许用户在基于网页的互动环境中编写和执行 Python 代码。
本课程由讲师主导，提供线上或线下培训，旨在帮助初级数据科学家和IT专业人士学习使用 Google Colab 进行数据科学的基础知识。
培训结束后，学员将能够：
- 设置并导航 Google Colab。
- 编写并执行基础的 Python 代码。
- 导入和处理数据集。
- 使用 Python 库创建可视化图表。
课程形式
- 互动式讲座与讨论。
- 大量练习与实践。
- 在实验环境中进行实际操作。
课程定制选项
- 如需定制本课程，请联系我们安排。
Google Colab 簡介
- Google Colab 概覽
- 設定 Google Colab
- 瀏覽 Google Colab 介面
開始使用 Google Colab
- 創建和管理 Notebook
- 基本操作
- 使用 Markdown 進行 Documentation
Python Programming 簡介
- Python 基礎
- 控制結構
- 函數和模組
在 Google Colab 中使用函式庫
- 常用函式庫簡介
- 安裝和導入函式庫
導入和處理數據集
- 將數據載入 Google Colab
- 基本數據處理
Data Visualization
- Data Visualization 簡介
- 使用 Matplotlib 創建圖表
協作功能
- 在 Google Colab 中協作
- 即時 Collaboration
提示與最佳實踐
- 高效使用 Google Colab
- Data Science 專案中的最佳實踐
總結與下一步
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