# 中国科学技术大学人工智能与数据科学学院本科进阶指南

## 中国科学技术大学人工智能与数据科学学院本科进阶指南

- [4️⃣ 第四版序](https://advancedguideforsds.gitbook.io/advancedguide/readme.md): By——蓝色条纹面包
- [指南食用方法](https://advancedguideforsds.gitbook.io/advancedguide/zhi-nan-shi-yong-fang-fa.md)
- [更新公告](https://advancedguideforsds.gitbook.io/advancedguide/geng-xin-gong-gao.md)
- [3️⃣ 第三版序](https://advancedguideforsds.gitbook.io/advancedguide/readme-1.md): 归档
- [2️⃣ 第二版序](https://advancedguideforsds.gitbook.io/advancedguide/di-er-ban-xu.md): 归档
- [1️⃣ 前言](https://advancedguideforsds.gitbook.io/advancedguide/readme-1-1.md): 归档
- [欢迎词](https://advancedguideforsds.gitbook.io/advancedguide/huan-ying-ci.md): 归档
- [关注蜗壳进阶联盟公众号获取最新动态并提问](https://advancedguideforsds.gitbook.io/advancedguide/ti-wen-xiang-and-jin-qi-qa.md): 尽情交流吧！
- [❓近期Q\&A](https://advancedguideforsds.gitbook.io/advancedguide/jin-qi-qa.md)
- [如何提交内容](https://advancedguideforsds.gitbook.io/advancedguide/ru-he-ti-jiao-nei-rong.md): 本项目仓库 https://github.com/USTCKevinF/AdvancedGuideOfSDS
- [从科大到燕园——我的保外经历与大学体悟](https://advancedguideforsds.gitbook.io/advancedguide/hua-ti/cong-ke-da-dao-yan-yuan-wo-de-bao-wai-jing-li-yu-da-xue-ti-wu.md): By——20级花昌诚
- [如果给你一颗后悔药...（更新中）](https://advancedguideforsds.gitbook.io/advancedguide/hua-ti/ju-feng-ka-hui.md)
- [我用四年时间，意识到了高中就意识到了的东西](https://advancedguideforsds.gitbook.io/advancedguide/hua-ti/wo-yong-si-nian-shi-jian-yi-shi-dao-le-gao-zhong-jiu-yi-shi-dao-le-de-dong-xi.md): By——19级计科胡长荣
- [2023届EE/CS/AI深造经验以及教训](https://advancedguideforsds.gitbook.io/advancedguide/hua-ti/2023-jie-eecsai-shen-zao-jing-yan-yi-ji-jiao-xun.md): ——By PainICer
- [大一秋季学期](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-yi-qiu-ji-xue-qi.md)
- [数学分析B1（数学通修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-yi-qiu-ji-xue-qi/shu-xue-fen-xi-b1-shu-xue-tong-xiu.md)
- [大一春季学期](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-yi-chun-ji-xue-qi.md)
- [数学分析B2（数学通修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-yi-chun-ji-xue-qi/shu-xue-fen-xi-b2-shu-xue-tong-xiu.md)
- [大学物理-基础实验（物理通修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-yi-chun-ji-xue-qi/da-xue-wu-li-ji-chu-shi-yan-wu-li-tong-xiu.md): Presented by Wanglulu：wanglulu114514@mail.ustc.edu.cn
- [大二秋季学期](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-qiu-ji-xue-qi.md): ——翻开大数据学院的第一页
- [概率论与数理统计（专业基础）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-qiu-ji-xue-qi/gai-shuai-lun-yu-shu-li-tong-ji-zhuan-ye-ji-chu.md): 学分：3.0
- [复变函数B （专业基础）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-qiu-ji-xue-qi/fu-bian-han-shub-zhuan-ye-ji-chu.md): 学分：2.0
- [计算系统概论（专业基础）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-qiu-ji-xue-qi/ji-suan-xi-tong-gai-lun-zhuan-ye-ji-chu.md): 学分：4.0
- [电磁学C（物理通修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-qiu-ji-xue-qi/dian-ci-xuecwu-li-tong-xiu.md): Presented by Wanglulu：wanglulu114514@mail.ustc.edu.cn
- [大学物理-综合实验B（物理通修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-qiu-ji-xue-qi/da-xue-wu-li-zong-he-shi-yanbwu-li-tong-xiu.md): Presented by Wanglulu：wanglulu114514@mail.ustc.edu.cn
- [数据结构（专业基础）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-qiu-ji-xue-qi/shu-ju-jie-gou-zhuan-ye-ji-chu.md): 学分：4.0
- [几何学基础（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-qiu-ji-xue-qi/ji-he-xue-ji-chu-zhuan-ye-xuan-xiu.md): 学分：3.0
- [人工智能与机器学习基础（专业核心）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-qiu-ji-xue-qi/ren-gong-zhi-neng-yu-ji-qi-xue-xi-ji-chu.md): 学分4.0
- [大二春季学期](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-chun-ji-xue-qi.md): ——从理论到实践的飞跃
- [人工智能基础（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-chun-ji-xue-qi/ren-gong-zhi-neng-ji-chu-zhuan-ye-xuan-xiu.md): 学分：3.5
- [人工智能原理与技术（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-chun-ji-xue-qi/ren-gong-zhi-neng-ji-chu-zhuan-ye-xuan-xiu-1.md): 学分：3.5
- [随机过程B（专业基础）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-chun-ji-xue-qi/sui-ji-guo-chengbzhuan-ye-ji-chu.md): 学分：2.0
- [计算方法（专业基础）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-chun-ji-xue-qi/ji-suan-fang-fa-zhuan-ye-ji-chu.md): 学分：3.0
- [数理方程B（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-chun-ji-xue-qi/shu-li-fang-chengbzhuan-ye-xuan-xiu.md): 学分：2.0
- [电子线路（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-chun-ji-xue-qi/dian-zi-xian-lu-zhuan-ye-xuan-xiu.md): 学分：4.0
- [信号与系统（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-chun-ji-xue-qi/xin-hao-yu-xi-tong-zhuan-ye-xuan-xiu.md): 学分：4.0
- [数据库系统概论（专业核心）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-chun-ji-xue-qi/shu-ju-ku-xi-tong-gai-lun-zhuan-ye-ji-chu.md): 学分：3.5
- [数据分析及实践（专业核心）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-chun-ji-xue-qi/shu-ju-fen-xi-yu-shi-jian-zhuan-ye-he-xin.md): 学分：3.0
- [离散数学（专业基础）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-chun-ji-xue-qi/li-san-shu-xue-zhuan-ye-ji-chu.md): 学分：4.0
- [深度学习基础（专业核心）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-er-chun-ji-xue-qi/shen-du-xue-xi-ji-chu-zhuan-ye-he-xin.md): Presented by Wanglulu：wanglulu114514@mail.ustc.edu.cn
- [大三秋季学期](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-qiu-ji-xue-qi.md): ——渐入佳境
- [算法基础（专业基础）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-qiu-ji-xue-qi/suan-fa-ji-chu-zhuan-ye-ji-chu.md)
- [机器学习概论（专业核心）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-qiu-ji-xue-qi/ji-qi-xue-xi-gai-lun-zhuan-ye-he-xin.md): 学分：4.0
- [运筹学（专业核心）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-qiu-ji-xue-qi/yun-chou-xue-zhuan-ye-he-xin.md): 学分：3.5
- [实用统计软件（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-qiu-ji-xue-qi/shi-yong-tong-ji-ruan-jian-zhuan-ye-xuan-xiu.md): 学分：4.0
- [计算机网络（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-qiu-ji-xue-qi/ji-suan-ji-wang-luo-zhuan-ye-xuan-xiu.md): 学分：3.5
- [操作系统（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-qiu-ji-xue-qi/cao-zuo-xi-tong-zhuan-ye-xuan-xiu.md): 学分：3.5
- [数值代数（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-qiu-ji-xue-qi/shu-zhi-dai-shu-zhuan-ye-xuan-xiu.md): 学分：3.0
- [大三春季学期](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-chun-ji-xue-qi.md): ——要见到曙光了
- [深度学习导论（专业核心）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-chun-ji-xue-qi/shen-du-xue-xi-dao-lun-zhuan-ye-he-xin.md): 学分：3.0
- [大数据算法（专业核心）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-chun-ji-xue-qi/da-shu-ju-suan-fa-zhuan-ye-he-xin.md): 学分：3.0
- [数学建模（专业基础）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-chun-ji-xue-qi/shu-xue-jian-mo-zhuan-ye-ji-chu.md): 学分：3.0
- [数值分析（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-chun-ji-xue-qi/shu-zhi-fen-xi-zhuan-ye-xuan-xiu.md): 学分：3.0
- [时间序列分析B（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-chun-ji-xue-qi/shi-jian-xu-lie-fen-xibzhuan-ye-xuan-xiu.md): 学分：3.0
- [并行计算（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-chun-ji-xue-qi/bing-hang-ji-suan-zhuan-ye-xuan-xiu.md): 学分：2.5
- [信息论A（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-chun-ji-xue-qi/xin-xi-lunazhuan-ye-xuan-xiu.md): 学分：3.0
- [自然语言处理（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-chun-ji-xue-qi/zi-ran-yu-yan-chu-li-zhuan-ye-xuan-xiu.md): 学分：2.0
- [非参数统计（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-chun-ji-xue-qi/fei-can-shu-tong-ji-zhuan-ye-xuan-xiu.md): 学分：3.0
- [数字图像处理（专业选修）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-san-chun-ji-xue-qi/fei-can-shu-tong-ji-zhuan-ye-xuan-xiu-1.md): 学分：3.0
- [大四秋季学期](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-si-qiu-ji-xue-qi.md)
- [大数据系统及综合实验（专业核心）](https://advancedguideforsds.gitbook.io/advancedguide/pei-yang-fang-an-jie-xi/da-si-qiu-ji-xue-qi/da-shu-ju-xi-tong-ji-zong-he-shi-yan-zhuan-ye-he-xin.md): 学分：2.5
- [大数据学院本科生学业日历及重要事项提醒（很重要）](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/da-shu-ju-xue-yuan-ben-ke-sheng-xue-ye-ri-li-ji-zhong-yao-shi-xiang-ti-xing-hen-zhong-yao-2023.3.23.md): 整理自——19级大数据李莘 归档
- [暑期经验文档](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shu-qi-jing-yan-wen-dang.md)
- [顶层设计](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shu-qi-jing-yan-wen-dang/ding-ceng-she-ji.md)
- [你的目标是什么](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shu-qi-jing-yan-wen-dang/ding-ceng-she-ji/ni-de-mu-biao-shi-shen-me.md): By: 高茂航 & Tracer
- [关于GPA](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shu-qi-jing-yan-wen-dang/ding-ceng-she-ji/guan-yu-gpa.md): By: 滕润喆
- [课程学习](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shu-qi-jing-yan-wen-dang/ke-cheng-xue-xi.md)
- [计算系统概论A (ICS)](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shu-qi-jing-yan-wen-dang/ke-cheng-xue-xi/ji-suan-xi-tong-gai-lunaics.md): By: Tracer
- [离散数学](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shu-qi-jing-yan-wen-dang/ke-cheng-xue-xi/li-san-shu-xue.md): By: Shenc (24秋离散数学助教）
- [数据结构](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shu-qi-jing-yan-wen-dang/ke-cheng-xue-xi/shu-ju-jie-gou.md): By: 杨韵倩
- [复变函数B](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shu-qi-jing-yan-wen-dang/ke-cheng-xue-xi/fu-bian-han-shu-b.md): By: 杨韵倩
- [概率论与数理统计](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shu-qi-jing-yan-wen-dang/ke-cheng-xue-xi/gaillun-yu-shu-li-tong-ji.md): By: Tracer
- [接下来的规划](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shu-qi-jing-yan-wen-dang/jie-xia-lai-de-gui-hua.md)
- [这个暑假可以做什么](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shu-qi-jing-yan-wen-dang/jie-xia-lai-de-gui-hua/zhe-ge-shu-jia-ke-yi-zuo-shen-me.md): By: 滕润喆
- [关于进组](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shu-qi-jing-yan-wen-dang/jie-xia-lai-de-gui-hua/guan-yu-jin-zu.md): By: Tracer
- [出国](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/chu-guo-geng-xin-zhong.md)
- [DIY申请 个人学术主页搭建](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/chu-guo-geng-xin-zhong/diy-shen-qing-ge-ren-xue-shu-zhu-ye-da-jian.md): By——19级少院金小龙
- [DIY申请-面试流程及准备](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/chu-guo-geng-xin-zhong/diy-shen-qing-mian-shi-liu-cheng-ji-zhun-bei.md): By——19级少院金小龙
- [DIY申请-关于CV](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/chu-guo-geng-xin-zhong/diy-shen-qing-guan-yu-cv.md): By——19级少院金小龙
- [DIY申请-关于套磁](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/chu-guo-geng-xin-zhong/diy-shen-qing-guan-yu-tao-ci.md): By——19级少院金小龙
- [低成本-托福口语提分资源](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/chu-guo-geng-xin-zhong/di-cheng-ben-tuo-fu-kou-yu-ti-fen-zi-yuan.md): By——19级少院金小龙
- [低成本-托福听力训练方法与资源](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/chu-guo-geng-xin-zhong/di-cheng-ben-tuo-fu-ting-li-xun-lian-fang-fa-yu-zi-yuan.md): By——19级少院金小龙
- [低成本-托福写作训练方法与资源](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/chu-guo-geng-xin-zhong/di-cheng-ben-tuo-fu-xie-zuo-xun-lian-fang-fa-yu-zi-yuan.md): By——19级少院金小龙
- [低成本-托福阅读训练方法与资源](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/chu-guo-geng-xin-zhong/di-cheng-ben-tuo-fu-yue-du-xun-lian-fang-fa-yu-zi-yuan.md): By——19级少院金小龙
- [保研](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/bao-yan-geng-xin-zhong.md)
- [保研关键时间节点](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/bao-yan-geng-xin-zhong/bao-yan-guan-jian-shi-jian-jie-dian.md): By——冯文俊
- [一篇文章读懂保研（必须熟悉）](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/bao-yan-geng-xin-zhong/bao-yan-guan-jian-shi-jian-jie-dian-1.md): By——冯文俊
- [别人不会告诉你的保研TIPS](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/bao-yan-geng-xin-zhong/bao-yan-guan-jian-shi-jian-jie-dian-2.md)
- [实习 & 工作](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shi-xi-geng-xin-zhong.md)
- [什么是实习](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shi-xi-geng-xin-zhong/shi-mo-shi-shi-xi.md): By——20级大数据冯文俊
- [怎么找实习](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shi-xi-geng-xin-zhong/zen-mo-zhao-shi-xi.md): By——20级大数据冯文俊
- [Q & A](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shi-xi-geng-xin-zhong/q-and-a.md)
- [经验分享](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shi-xi-geng-xin-zhong/jing-yan-fen-xiang.md)
- [蜗壳进阶联盟 破局 系列指导](https://advancedguideforsds.gitbook.io/advancedguide/jin-jie-pian/shi-xi-geng-xin-zhong/jing-yan-fen-xiang/wo-ke-jin-jie-lian-meng-po-ju-xi-lie-zhi-dao.md)
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- [蜗壳进阶营 | 访谈01：Agent浪潮之下，我们清醒地活着](https://advancedguideforsds.gitbook.io/advancedguide/jing-yan-pian/dui-hua-wo-ke-jin-jie-lian-meng-xi-lie-shen-du-fang-tan-lan-mu/wo-ke-jin-jie-ying-fang-tan-01agent-lang-chao-zhi-xia-wo-men-qing-xing-di-huo-zhe.md): 2026.4.16
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