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每周一课 | python零基础入门到人工智能数据分析师必备技术实战课

  • 2026-08-21 12:02:21
每周一课 | python零基础入门到人工智能数据分析师必备技术实战课

51CTO学堂

      每周一课    2026年 

python零基础入门到人工智能数据分析师必备技术实战课

后端开发

 > Python

“

课程概要

课程难度：初级

学习人数：4933人

课时数：190课时

课程总时长：69小时30分钟

“

适用人群

数据分析师、商业分析师、运营分析师、在校学生、在职运营/市场/电商从业者、传统 Excel数据处理人员、想入门人工智能但不想深耕算法开发的人、副业/自由从业者。

“

课程目标

模块与包：pip 第三方库安装、导入调用规范。

“

课程简介

零编程门槛 + AI 业务双路线一体化（稀缺唯一性）市面上课程大多分为两类：纯 Python 基础课，不涉及人工智能建模；深度学习算法课，高数门槛高、脱离业务。本课从零基础语法起步，不额外学习复杂神经网络，聚焦企业分析师真实落地的机器学习算法，平衡入门难度与岗位竞争力。

全真实企业业务案例驱动全程采用电商用户行为、销售营收、客户流失、商品销量预测等行业真实数据集，拒绝模拟玩具数据，所有项目均可整理为简历项目。

“

课程大纲

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  1. CONNECT:[ UseTime:0.000895s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001405s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.004535s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000678s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001358s ]
  6. SELECT * FROM `set` [ RunTime:0.000644s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001512s ]
  8. SELECT * FROM `article` WHERE `id` = 508521 LIMIT 1 [ RunTime:0.006478s ]
  9. UPDATE `article` SET `lasttime` = 1787330668 WHERE `id` = 508521 [ RunTime:0.011862s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000625s ]
  11. SELECT * FROM `article` WHERE `id` < 508521 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.002742s ]
  12. SELECT * FROM `article` WHERE `id` > 508521 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.007804s ]
  13. SELECT * FROM `article` WHERE `id` < 508521 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.135959s ]
  14. SELECT * FROM `article` WHERE `id` < 508521 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.018763s ]
  15. SELECT * FROM `article` WHERE `id` < 508521 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.010708s ]
0.380087s