人工智能学习路线（学+测）

我的大学

{"moduleinfo":{"act_rules":"立即领取","header_color":"linear-gradient(-225deg, #F31984 0%, #FD6924 100%)","item_sub_title":"认证课程、大咖精品课免费畅听","terms_text":"","desc_url":"","new_price":"1000元代金券","title_img":"https://img.alicdn.com/tfs/TB1pcFhAOLaK1RjSZFxXXamPFXa-800-180.png","title":"ACA/ACP/ACE全系列特惠","day_time":3,"url":"https://edu.aliyun.com/promotion/396","no_url":"edu.aliyun.com/lesson,edu.aliyun.com/clouder/exam,edu.aliyun.com/my,edu.aliyun.com/clouder/OfflineExam/detail","isLogin":"//edu.aliyun.com/clouder/activity/isLogin","button_color":"linear-gradient(-225deg, #F31984 0%, #FD6924 100%)","price":"","terms_url":"","min_img":"https://img.alicdn.com/imgextra/i1/O1CN01Kr61Mn1ZMwXrvty9W_!!6000000003181-2-tps-584-392.png","item_title":"阿里云大学陪你过春节","title_h_img":"https://gw.alicdn.com/tfs/TB1hfIUApzqK1RjSZSgXXcpAVXa-600-180.png","courseId":null,"desc_img":"https://gw.alicdn.com/tfs/TB12cITAAvoK1RjSZFNXXcxMVXa-16-16.png","xinRen":"//edu.aliyun.com/clouder/api/learnPath/getCourseLearningProgress","desc":"价值数万元课程免费畅听；认证全系列特惠"}}

{"$env":{"JSON":{}},"$page":{"env":"production"},"$context":{"moduleinfo":{"act_rules":"立即领取","header_color":"linear-gradient(-225deg, #F31984 0%, #FD6924 100%)","item_sub_title":"认证课程、大咖精品课免费畅听","terms_text":"","desc_url":"","new_price":"1000元代金券","title_img":"https://img.alicdn.com/tfs/TB1pcFhAOLaK1RjSZFxXXamPFXa-800-180.png","title":"ACA/ACP/ACE全系列特惠","day_time":3,"url":"https://edu.aliyun.com/promotion/396","no_url":"edu.aliyun.com/lesson,edu.aliyun.com/clouder/exam,edu.aliyun.com/my,edu.aliyun.com/clouder/OfflineExam/detail","isLogin":"//edu.aliyun.com/clouder/activity/isLogin","button_color":"linear-gradient(-225deg, #F31984 0%, #FD6924 100%)","price":"","terms_url":"","min_img":"https://img.alicdn.com/imgextra/i1/O1CN01Kr61Mn1ZMwXrvty9W_!!6000000003181-2-tps-584-392.png","item_title":"阿里云大学陪你过春节","title_h_img":"https://gw.alicdn.com/tfs/TB1hfIUApzqK1RjSZSgXXcpAVXa-600-180.png","courseId":null,"desc_img":"https://gw.alicdn.com/tfs/TB12cITAAvoK1RjSZFNXXcxMVXa-16-16.png","xinRen":"//edu.aliyun.com/clouder/api/learnPath/getCourseLearningProgress","desc":"价值数万元课程免费畅听；认证全系列特惠"}}}

价值数万元课程免费畅听；认证全系列特惠

ACA/ACP/ACE全系列特惠

1000元代金券

立即领取

暂不考虑

{"moduleinfo":{"h5BtnLink":"https://edu.aliyun.com/clouder/exam/intro/251","list_count":[{"count_phone":6,"count":6}],"bg":"https://img.alicdn.com/tfs/TB1fHgGeO_1gK0jSZFqXXcpaXXa-2880-600.png","h5prevText":"< 全部学习路线","pcBtnLink":"https://edu.aliyun.com/clouder/exam/intro/251","prevText":"< 全部学习路线","prevLink":"https://edu.aliyun.com/developer","arr_count":[{"count_phone":4,"count":4}],"h5BannerBtnText":"学前小测验","intr":"算法原理、框架精讲、机器学习实战、图像识别实战、自然语言处理实战，人工智能技术一站式学习","bannerTitle":"人工智能学习路线","h5prevLink":"https://edu.aliyun.com","pcBannerBtnText":"学前小测验"},"list":[{"text":" "},{"text":"• 从事云计算、大数据开发工作必备技能"},{"text":"• 6大阶段，26门免费课程，871课时，助您全面掌握Java开发技能"},{"text":"• 每阶段包含初、中、高三个难度等级考试，全方位自测掌握程度"},{"text":"• 常见面试疑难点串讲，助您轻松找到心仪工作"},{"text":"• 阿里巴巴Java开发规范，助您快速提升开发质量和效率"}],"arr":[{"txt":"学习阶段","num":"5 大"},{"txt":"在线课程","num":"30 门"},{"txt":"实战案例","num":"22 个"},{"txt":"教学视频","num":"424 课时"}],"countinfo":{"arr":{"length_pc":0,"length":0},"list":{"length_pc":0,"length":0}}}

{"$env":{"JSON":{}},"$page":{"env":"production"},"$context":{"moduleinfo":{"h5BtnLink":"https://edu.aliyun.com/clouder/exam/intro/251","list_count":[{"count_phone":6,"count":6}],"bg":"https://img.alicdn.com/tfs/TB1fHgGeO_1gK0jSZFqXXcpaXXa-2880-600.png","h5prevText":"< 全部学习路线","pcBtnLink":"https://edu.aliyun.com/clouder/exam/intro/251","prevText":"< 全部学习路线","prevLink":"https://edu.aliyun.com/developer","arr_count":[{"count_phone":4,"count":4}],"h5BannerBtnText":"学前小测验","intr":"算法原理、框架精讲、机器学习实战、图像识别实战、自然语言处理实战，人工智能技术一站式学习","bannerTitle":"人工智能学习路线","h5prevLink":"https://edu.aliyun.com","pcBannerBtnText":"学前小测验"},"list":[{"text":" "},{"text":"• 从事云计算、大数据开发工作必备技能"},{"text":"• 6大阶段，26门免费课程，871课时，助您全面掌握Java开发技能"},{"text":"• 每阶段包含初、中、高三个难度等级考试，全方位自测掌握程度"},{"text":"• 常见面试疑难点串讲，助您轻松找到心仪工作"},{"text":"• 阿里巴巴Java开发规范，助您快速提升开发质量和效率"}],"arr":[{"txt":"学习阶段","num":"5 大"},{"txt":"在线课程","num":"30 门"},{"txt":"实战案例","num":"22 个"},{"txt":"教学视频","num":"424 课时"}],"countinfo":{"arr":{"length_pc":0,"length":0},"list":{"length_pc":0,"length":0}}}}

< 全部学习路线 < 全部学习路线

人工智能学习路线

5 大

学习阶段

30 门

在线课程

22 个

实战案例

424 课时

教学视频

算法原理、框架精讲、机器学习实战、图像识别实战、自然语言处理实战，人工智能技术一站式学习

学前小测验学前小测验

机器学习入门

TensorFlow框架及常用库

机器学习实战

自然语言处理实战

图像识别实战

【动手实验室】

{"moduleinfo":{"showTest":false,"btnText":"一键加入所有课程","list_count":[{"count_phone":3,"count":3}],"courseLink":"https://edu.aliyun.com/course/","ifOpen":"打开","needStudyNum":"3门课程 | 128课时","warn":"尚未开始学习","ifLogin":"关闭","idName":"part1","examLink":"https://edu.aliyun.com/clouder/exam/intro/","success":"已加入本阶段所有免费课程，这些课程可在<a href='https://edu.aliyun.com/my/courses/learning' target='_blank'>【我的大学】-【我的课程】</a>中找到。","leftText":"学习前要求：Python编程基础（<a href=\"https://edu.aliyun.com/roadmap/python\" target=\"_blank\">Python学习路线</a>），数学基础（线性代数、概率论、数理统计）。 学习后将掌握：机器学习和深度学习的概念，常用的机器学习算法和神经网络算法。","dialogdata_count":[{"count_phone":3,"count":3}],"listName":"阶段 1：机器学习入门","btnTextOver":"已加入所有免费课程","modTitle":"学习路线"},"list":[{"lessonNum":"13","btnText":"开始学习","link":"https://edu.aliyun.com/course/838","cardTitle":"机器学习概览及常用算法","courseID":"838","status":"免费"},{"lessonNum":"79","btnText":"开始学习","link":"https://edu.aliyun.com/course/1925","cardTitle":"机器学习算法详解","courseID":"1925","status":"免费"},{"lessonNum":"36","btnText":"开始学习","link":"https://edu.aliyun.com/course/1923","cardTitle":"神经网络基础","courseID":"1923","status":"免费"}],"dialogdata":[{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/15","btnTextNoPass":"开始自测","testID":"15","text":"考查您对Java语言基础的掌握程度，涉及变量、程序结构、数据类型、方法的定义与使用等。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"初级难度"},{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/17","btnTextNoPass":"开始自测","testID":"17","text":"考查您对Java面向对象编程知识的掌握，涉及类与对象、内存分析、封装、继承、多态等概念。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"中级难度"},{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/19","btnTextNoPass":"开始自测","testID":"19","text":"考查您对Java多线程编程、常用类库、IO编程、网络编程、类及框架等开发技术的掌握程度。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"高级难度"}],"countinfo":{"dialogdata":{"length_pc":0,"length":0},"list":{"length_pc":0,"length":0}}}

{"$env":{"JSON":{}},"$page":{"env":"production"},"$context":{"moduleinfo":{"showTest":false,"btnText":"一键加入所有课程","list_count":[{"count_phone":3,"count":3}],"courseLink":"https://edu.aliyun.com/course/","ifOpen":"打开","needStudyNum":"3门课程 | 128课时","warn":"尚未开始学习","ifLogin":"关闭","idName":"part1","examLink":"https://edu.aliyun.com/clouder/exam/intro/","success":"已加入本阶段所有免费课程，这些课程可在<a href='https://edu.aliyun.com/my/courses/learning' target='_blank'>【我的大学】-【我的课程】</a>中找到。","leftText":"学习前要求：Python编程基础（<a href=\"https://edu.aliyun.com/roadmap/python\" target=\"_blank\">Python学习路线</a>），数学基础（线性代数、概率论、数理统计）。 学习后将掌握：机器学习和深度学习的概念，常用的机器学习算法和神经网络算法。","dialogdata_count":[{"count_phone":3,"count":3}],"listName":"阶段 1：机器学习入门","btnTextOver":"已加入所有免费课程","modTitle":"学习路线"},"list":[{"lessonNum":"13","btnText":"开始学习","link":"https://edu.aliyun.com/course/838","cardTitle":"机器学习概览及常用算法","courseID":"838","status":"免费"},{"lessonNum":"79","btnText":"开始学习","link":"https://edu.aliyun.com/course/1925","cardTitle":"机器学习算法详解","courseID":"1925","status":"免费"},{"lessonNum":"36","btnText":"开始学习","link":"https://edu.aliyun.com/course/1923","cardTitle":"神经网络基础","courseID":"1923","status":"免费"}],"dialogdata":[{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/15","btnTextNoPass":"开始自测","testID":"15","text":"考查您对Java语言基础的掌握程度，涉及变量、程序结构、数据类型、方法的定义与使用等。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"初级难度"},{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/17","btnTextNoPass":"开始自测","testID":"17","text":"考查您对Java面向对象编程知识的掌握，涉及类与对象、内存分析、封装、继承、多态等概念。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"中级难度"},{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/19","btnTextNoPass":"开始自测","testID":"19","text":"考查您对Java多线程编程、常用类库、IO编程、网络编程、类及框架等开发技术的掌握程度。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"高级难度"}],"countinfo":{"dialogdata":{"length_pc":0,"length":0},"list":{"length_pc":0,"length":0}}}}

学习路线

阶段 1：机器学习入门

3门课程 | 128课时

学习前要求：Python编程基础（Python学习路线），数学基础（线性代数、概率论、数理统计）。
学习后将掌握：机器学习和深度学习的概念，常用的机器学习算法和神经网络算法。

一键加入所有课程

机器学习概览及常用算法

免费

13课时

开始学习

机器学习算法详解

免费

79课时

开始学习

神经网络基础

免费

36课时

开始学习

{"moduleinfo":{"showTest":false,"btnText":"一键加入所有课程","list_count":[{"count_phone":4,"count":4}],"courseLink":"https://edu.aliyun.com/course/","ifOpen":"打开","needStudyNum":"4门课程 | 78课时","warn":"尚未开始学习","ifLogin":"关闭","idName":"part2","examLink":"https://edu.aliyun.com/clouder/exam/intro/","success":"已加入本阶段所有免费课程，这些课程可在<a href='https://edu.aliyun.com/my/courses/learning' target='_blank'>【我的大学】-【我的课程】</a>中找到。","leftText":"学习前要求：Python编程基础，了解常用的机器学习算法原理及实现，一定的英语读能力。 学习后将掌握：TensorFlow的基本使用，常用的Python科学计算库的使用。","dialogdata_count":[{"count_phone":3,"count":3}],"listName":"阶段 2：TensorFlow框架及常用库","btnTextOver":"已加入所有免费课程"},"list":[{"lessonNum":"24","btnText":"开始学习","link":"https://edu.aliyun.com/course/1924","cardTitle":"深度学习框架TensorFlow入门","courseID":"1924","status":"免费"},{"lessonNum":"14","btnText":"开始学习","link":"https://edu.aliyun.com/course/1796","cardTitle":"科学计算库NumPy快速入门","courseID":"1796","status":"免费"},{"lessonNum":"22","btnText":"开始学习","link":"https://edu.aliyun.com/course/1798","cardTitle":"数据分析库Panda快速入门","courseID":"1798","status":"免费"},{"lessonNum":"18","btnText":"开始学习","link":"https://edu.aliyun.com/course/1797","cardTitle":"数据可视化库Matplotlib快速入门","courseID":"1797","status":"免费"}],"dialogdata":[{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/15","btnTextNoPass":"开始自测","testID":"15","text":"考查您对Java语言基础的掌握程度，涉及变量、程序结构、数据类型、方法的定义与使用等。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"初级难度"},{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/17","btnTextNoPass":"开始自测","testID":"17","text":"考查您对Java面向对象编程知识的掌握，涉及类与对象、内存分析、封装、继承、多态等概念。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"中级难度"},{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/19","btnTextNoPass":"开始自测","testID":"19","text":"考查您对Java多线程编程、常用类库、IO编程、网络编程、类及框架等开发技术的掌握程度。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"高级难度"}],"countinfo":{"dialogdata":{"length_pc":0,"length":0},"list":{"length_pc":0,"length":0}}}

{"$env":{"JSON":{}},"$page":{"env":"production"},"$context":{"moduleinfo":{"showTest":false,"btnText":"一键加入所有课程","list_count":[{"count_phone":4,"count":4}],"courseLink":"https://edu.aliyun.com/course/","ifOpen":"打开","needStudyNum":"4门课程 | 78课时","warn":"尚未开始学习","ifLogin":"关闭","idName":"part2","examLink":"https://edu.aliyun.com/clouder/exam/intro/","success":"已加入本阶段所有免费课程，这些课程可在<a href='https://edu.aliyun.com/my/courses/learning' target='_blank'>【我的大学】-【我的课程】</a>中找到。","leftText":"学习前要求：Python编程基础，了解常用的机器学习算法原理及实现，一定的英语读能力。 学习后将掌握：TensorFlow的基本使用，常用的Python科学计算库的使用。","dialogdata_count":[{"count_phone":3,"count":3}],"listName":"阶段 2：TensorFlow框架及常用库","btnTextOver":"已加入所有免费课程"},"list":[{"lessonNum":"24","btnText":"开始学习","link":"https://edu.aliyun.com/course/1924","cardTitle":"深度学习框架TensorFlow入门","courseID":"1924","status":"免费"},{"lessonNum":"14","btnText":"开始学习","link":"https://edu.aliyun.com/course/1796","cardTitle":"科学计算库NumPy快速入门","courseID":"1796","status":"免费"},{"lessonNum":"22","btnText":"开始学习","link":"https://edu.aliyun.com/course/1798","cardTitle":"数据分析库Panda快速入门","courseID":"1798","status":"免费"},{"lessonNum":"18","btnText":"开始学习","link":"https://edu.aliyun.com/course/1797","cardTitle":"数据可视化库Matplotlib快速入门","courseID":"1797","status":"免费"}],"dialogdata":[{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/15","btnTextNoPass":"开始自测","testID":"15","text":"考查您对Java语言基础的掌握程度，涉及变量、程序结构、数据类型、方法的定义与使用等。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"初级难度"},{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/17","btnTextNoPass":"开始自测","testID":"17","text":"考查您对Java面向对象编程知识的掌握，涉及类与对象、内存分析、封装、继承、多态等概念。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"中级难度"},{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/19","btnTextNoPass":"开始自测","testID":"19","text":"考查您对Java多线程编程、常用类库、IO编程、网络编程、类及框架等开发技术的掌握程度。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"高级难度"}],"countinfo":{"dialogdata":{"length_pc":0,"length":0},"list":{"length_pc":0,"length":0}}}}

阶段 2：TensorFlow框架及常用库

4门课程 | 78课时

学习前要求：Python编程基础，了解常用的机器学习算法原理及实现，一定的英语读能力。
学习后将掌握：TensorFlow的基本使用，常用的Python科学计算库的使用。

一键加入所有课程

深度学习框架TensorFlow入门

免费

24课时

开始学习

科学计算库NumPy快速入门

免费

14课时

开始学习

数据分析库Panda快速入门

免费

22课时

开始学习

数据可视化库Matplotlib快速入门

免费

18课时

开始学习

阶段 3：机器学习实战

9门课程 I 94课时

学习前要求：了解常用机器学习算法、神经网络，了解TensorFlow框架及Python相关库的使用方法。
学习后将掌握：机器学习算法、神经网络的实战应用，阿里云机器学习PAI平台的操作。

基于PAI的机器学习实战

免费

10课时

开始学习

从零构建推荐系统

¥ 9.9

15课时

立即购买

基于贝叶斯的新闻分类

¥ 9.9

11课时

立即购买

基于随机森林的气温预测

¥ 9.9

14课时

立即购买

基于LSTM的文本情感分析

¥ 9.9

7课时

立即购买

从零开始卷积神经网络

¥ 9.9

16课时

立即购买

RNN时间序列分析

¥ 9.9

5课时

立即购买

使用lightgbm进行饭店流量预测

¥ 9.9

6课时

立即购买

使用Word2vec进行文本分类

¥ 9.9

10课时

立即购买

{"moduleinfo":{"showTest":false,"list_count":[{"count_phone":7,"count":7}],"courseLink":"https://edu.aliyun.com/course/","ifOpen":"打开","needStudyNum":"7门课程 | 67课时","warn":"尚未开始学习","ifLogin":"关闭","idName":"part4","examLink":"https://edu.aliyun.com/clouder/exam/intro/","success":"已加入本阶段所有免费课程，这些课程可在<a href='https://edu.aliyun.com/my/courses/learning' target='_blank'>【我的大学】-【我的课程】</a>中找到。","leftText":"学习前要求：了解神经网络，了解TensorFlow框架及Python相关库的使用方法。 学习后将掌握：机器学习/深度学习技术在自然语言处理（NLP）领域的实战应用。","dialogdata_count":[{"count_phone":3,"count":3}],"listName":"阶段 4：自然语言处理实战"},"list":[{"lessonNum":"24","btnText":"开始学习","link":"https://edu.aliyun.com/course/844","cardTitle":"深度学习与自然语言处理","courseID":"844","status":"免费"},{"lessonNum":"7","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1903","btnTextBuy":"开始学习","cardTitle":"对话机器人","courseID":"1903"},{"lessonNum":"12","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1908","btnTextBuy":"开始学习","cardTitle":"AI写唐诗","courseID":"1908"},{"lessonNum":"5","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1907","btnTextBuy":"开始学习","cardTitle":"AI输入法","courseID":"1907"},{"lessonNum":"6","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1904","btnTextBuy":"开始学习","cardTitle":"机器翻译","courseID":"1904"},{"lessonNum":"5","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1905","cardTitle":"根据姓名预测性别","courseID":"1905"},{"lessonNum":"8","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1906","btnTextBuy":"开始学习","cardTitle":"文本相似度分析","courseID":"1906"}],"dialogdata":[{"pass":"否","btnTextNoUse":"敬请期待","btnTextNoPass":"开始自测","text":"考查您对Java开发框架的「了解」程度，考单一知识点。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"初级难度"},{"pass":"否","btnTextNoUse":"敬请期待","btnTextNoPass":"开始自测","text":"考查您对Java开发框架的「理解」程度，考多个关联知识点。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"中级难度"},{"pass":"否","btnTextNoUse":"敬请期待","btnTextNoPass":"开始自测","text":"考查您对Java开发框架的「应用」能力，您需要多动手操作。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"高级难度"}],"countinfo":{"dialogdata":{"length_pc":0,"length":0},"list":{"length_pc":0,"length":0}}}

{"$env":{"JSON":{}},"$page":{"env":"production"},"$context":{"moduleinfo":{"showTest":false,"list_count":[{"count_phone":7,"count":7}],"courseLink":"https://edu.aliyun.com/course/","ifOpen":"打开","needStudyNum":"7门课程 | 67课时","warn":"尚未开始学习","ifLogin":"关闭","idName":"part4","examLink":"https://edu.aliyun.com/clouder/exam/intro/","success":"已加入本阶段所有免费课程，这些课程可在<a href='https://edu.aliyun.com/my/courses/learning' target='_blank'>【我的大学】-【我的课程】</a>中找到。","leftText":"学习前要求：了解神经网络，了解TensorFlow框架及Python相关库的使用方法。 学习后将掌握：机器学习/深度学习技术在自然语言处理（NLP）领域的实战应用。","dialogdata_count":[{"count_phone":3,"count":3}],"listName":"阶段 4：自然语言处理实战"},"list":[{"lessonNum":"24","btnText":"开始学习","link":"https://edu.aliyun.com/course/844","cardTitle":"深度学习与自然语言处理","courseID":"844","status":"免费"},{"lessonNum":"7","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1903","btnTextBuy":"开始学习","cardTitle":"对话机器人","courseID":"1903"},{"lessonNum":"12","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1908","btnTextBuy":"开始学习","cardTitle":"AI写唐诗","courseID":"1908"},{"lessonNum":"5","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1907","btnTextBuy":"开始学习","cardTitle":"AI输入法","courseID":"1907"},{"lessonNum":"6","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1904","btnTextBuy":"开始学习","cardTitle":"机器翻译","courseID":"1904"},{"lessonNum":"5","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1905","cardTitle":"根据姓名预测性别","courseID":"1905"},{"lessonNum":"8","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1906","btnTextBuy":"开始学习","cardTitle":"文本相似度分析","courseID":"1906"}],"dialogdata":[{"pass":"否","btnTextNoUse":"敬请期待","btnTextNoPass":"开始自测","text":"考查您对Java开发框架的「了解」程度，考单一知识点。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"初级难度"},{"pass":"否","btnTextNoUse":"敬请期待","btnTextNoPass":"开始自测","text":"考查您对Java开发框架的「理解」程度，考多个关联知识点。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"中级难度"},{"pass":"否","btnTextNoUse":"敬请期待","btnTextNoPass":"开始自测","text":"考查您对Java开发框架的「应用」能力，您需要多动手操作。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"高级难度"}],"countinfo":{"dialogdata":{"length_pc":0,"length":0},"list":{"length_pc":0,"length":0}}}}

阶段 4：自然语言处理实战

7门课程 | 67课时

学习前要求：了解神经网络，了解TensorFlow框架及Python相关库的使用方法。
学习后将掌握：机器学习/深度学习技术在自然语言处理（NLP）领域的实战应用。

深度学习与自然语言处理

免费

24课时

开始学习

对话机器人

¥ 9.9

7课时

立即购买

AI写唐诗

¥ 9.9

12课时

立即购买

AI输入法

¥ 9.9

5课时

立即购买

机器翻译

¥ 9.9

6课时

立即购买

根据姓名预测性别

¥ 9.9

5课时

立即购买

文本相似度分析

¥ 9.9

8课时

立即购买

{"moduleinfo":{"showTest":false,"list_count":[{"count_phone":7,"count":7}],"courseLink":"https://edu.aliyun.com/course/","ifOpen":"打开","needStudyNum":"7门课程 I 57课时","warn":"尚未开始学习","ifLogin":"关闭","idName":"part5","examLink":"https://edu.aliyun.com/clouder/exam/intro/","success":"已加入本阶段所有免费课程，这些课程可在<a href='https://edu.aliyun.com/my/courses/learning' target='_blank'>【我的大学】-【我的课程】</a>中找到。","leftText":"学习前要求：了解神经网络，了解TensorFlow框架及Python相关库的使用方法。 学习后将掌握：机器学习/深度学习技术在图像识别处理领域的实战应用。","dialogdata_count":[{"count_phone":3,"count":3}],"listName":"阶段 5：图像识别实战"},"list":[{"lessonNum":"17","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1899","btnTextBuy":"开始学习","cardTitle":"人脸检测","courseID":"1899"},{"lessonNum":"6","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1901","btnTextBuy":"开始学习","cardTitle":"猫狗识别","courseID":"1901"},{"lessonNum":"4","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1911","btnTextBuy":"开始学习","cardTitle":"行为识别","courseID":"1911"},{"lessonNum":"5","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1902","btnTextBuy":"开始学习","cardTitle":"验证码识别","courseID":"1902"},{"lessonNum":"10","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1900","btnTextBuy":"开始学习","cardTitle":"CIFAR图像分类","courseID":"1900"},{"lessonNum":"10","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1909","btnTextBuy":"开始学习","cardTitle":"图像超分辨率重构","courseID":"1909"},{"lessonNum":"10","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1910","btnTextBuy":"开始学习","cardTitle":"图像修复","courseID":"1910"}],"dialogdata":[{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/211","btnTextNoPass":"开始自测","testID":"211","text":"考查您对JSP、Servlet、Ajax等Java Web开发基础知识的「掌握程度」，考单一知识点，您需要认真学习课程或查阅相关文档，从而通过考试。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"初级难度"},{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/212","btnTextNoPass":"开始自测","testID":"212","text":"考查您对JSP、Servlet、Ajax等Java Web开发基础知识的「理解程度」，考多个关联知识点，您需要熟练掌握这些技能，从而通过考试。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"中级难度"},{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/213","btnTextNoPass":"开始自测","testID":"213","text":"考查您对JSP、Servlet、Ajax等Java Web开发基础知识的「应用能力」，您需要多动手操作，从而巩固知识并通过考试。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"高级难度"}],"countinfo":{"dialogdata":{"length_pc":0,"length":0},"list":{"length_pc":0,"length":0}}}

{"$env":{"JSON":{}},"$page":{"env":"production"},"$context":{"moduleinfo":{"showTest":false,"list_count":[{"count_phone":7,"count":7}],"courseLink":"https://edu.aliyun.com/course/","ifOpen":"打开","needStudyNum":"7门课程 I 57课时","warn":"尚未开始学习","ifLogin":"关闭","idName":"part5","examLink":"https://edu.aliyun.com/clouder/exam/intro/","success":"已加入本阶段所有免费课程，这些课程可在<a href='https://edu.aliyun.com/my/courses/learning' target='_blank'>【我的大学】-【我的课程】</a>中找到。","leftText":"学习前要求：了解神经网络，了解TensorFlow框架及Python相关库的使用方法。 学习后将掌握：机器学习/深度学习技术在图像识别处理领域的实战应用。","dialogdata_count":[{"count_phone":3,"count":3}],"listName":"阶段 5：图像识别实战"},"list":[{"lessonNum":"17","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1899","btnTextBuy":"开始学习","cardTitle":"人脸检测","courseID":"1899"},{"lessonNum":"6","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1901","btnTextBuy":"开始学习","cardTitle":"猫狗识别","courseID":"1901"},{"lessonNum":"4","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1911","btnTextBuy":"开始学习","cardTitle":"行为识别","courseID":"1911"},{"lessonNum":"5","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1902","btnTextBuy":"开始学习","cardTitle":"验证码识别","courseID":"1902"},{"lessonNum":"10","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1900","btnTextBuy":"开始学习","cardTitle":"CIFAR图像分类","courseID":"1900"},{"lessonNum":"10","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1909","btnTextBuy":"开始学习","cardTitle":"图像超分辨率重构","courseID":"1909"},{"lessonNum":"10","isBuy":"已购买","btnText":"立即购买","price":"¥ 9.9","link":"https://edu.aliyun.com/course/1910","btnTextBuy":"开始学习","cardTitle":"图像修复","courseID":"1910"}],"dialogdata":[{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/211","btnTextNoPass":"开始自测","testID":"211","text":"考查您对JSP、Servlet、Ajax等Java Web开发基础知识的「掌握程度」，考单一知识点，您需要认真学习课程或查阅相关文档，从而通过考试。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"初级难度"},{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/212","btnTextNoPass":"开始自测","testID":"212","text":"考查您对JSP、Servlet、Ajax等Java Web开发基础知识的「理解程度」，考多个关联知识点，您需要熟练掌握这些技能，从而通过考试。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"中级难度"},{"pass":"是","btnTextNoUse":"试题准备中","link":"https://edu.aliyun.com/clouder/exam/intro/213","btnTextNoPass":"开始自测","testID":"213","text":"考查您对JSP、Servlet、Ajax等Java Web开发基础知识的「应用能力」，您需要多动手操作，从而巩固知识并通过考试。","btnTextPass":"<img src='https://img.alicdn.com/tfs/TB15QbWXAH0gK0jSZFNXXXMqXXa-32-32.png'>已通过考试","title":"高级难度"}],"countinfo":{"dialogdata":{"length_pc":0,"length":0},"list":{"length_pc":0,"length":0}}}}

阶段 5：图像识别实战

7门课程 I 57课时

学习前要求：了解神经网络，了解TensorFlow框架及Python相关库的使用方法。
学习后将掌握：机器学习/深度学习技术在图像识别处理领域的实战应用。

人脸检测

¥ 9.9

17课时

立即购买

猫狗识别

¥ 9.9

6课时

立即购买

行为识别

¥ 9.9

4课时

立即购买

验证码识别

¥ 9.9

5课时

立即购买

CIFAR图像分类

¥ 9.9

10课时

立即购买

图像超分辨率重构

¥ 9.9

10课时

立即购买

图像修复

¥ 9.9

10课时

立即购买

课程合作伙伴

如果您有任何问题，请通过下面的方式咨询，我们会在24小时内答复您：

aliyunedu@list.alibaba-inc.com