新年学习计算机名校课程

计算机基础

• UCB2024 计算机体系结构：https://www.bilibili.com/video/BV1eGwFeQEfm/?spm_id_from=333.1387.upload.video_card.click
• ETH2024 计算机体系结构：https://www.bilibili.com/video/BV1bEqTYeEPW/?spm_id_from=333.1387.upload.video_card.click
• ETH2024 数字设计与计算机体系结构：https://www.bilibili.com/video/BV1Ry411e73Y/?spm_id_from=333.1387.upload.video_card.click
• UCB2021 数据结构与算法：https://www.bilibili.com/video/BV1FSzNYpE7s/?spm_id_from=333.1387.upload.video_card.click
• 华盛顿大学2023 数据结构与算法：https://www.bilibili.com/video/BV1DE421N7Rv/?spm_id_from=333.1387.upload.video_card.click
• CMU2015 深入理解计算机系统：https://www.bilibili.com/video/BV1dy411B76t/?spm_id_from=333.1387.upload.video_card.click
• 斯坦福2017 编程方法论：https://www.bilibili.com/video/BV15y411h7Nc/?spm_id_from=333.1387.upload.video_card.click
• 斯坦福2018 编程抽象C++：https://www.bilibili.com/video/BV1Gw4m1q7PP/?spm_id_from=333.1387.upload.video_card.click
• 斯坦福2019 C++标准库编程：https://www.bilibili.com/video/BV19x4y1E79V/?spm_id_from=333.1387.upload.video_card.click
• 斯坦福2017 编程抽象C++进阶：https://www.bilibili.com/video/BV1By411h75g/?spm_id_from=333.1387.upload.video_card.click
• 哈佛大学2025 计算机科学导论：https://www.bilibili.com/video/BV1hFrxYPEfa/?spm_id_from=333.1387.upload.video_card.click

高性能计算

• MIT2024 TinyML：https://www.bilibili.com/video/BV1c8wNe1ErX/?spm_id_from=333.1387.upload.video_card.click
• UCB2022 高效算法与棘手问题：https://www.bilibili.com/video/BV1HLSuYtEUL/?spm_id_from=333.1387.upload.video_card.click
• 斯坦福2023 并行计算：https://www.bilibili.com/video/BV1du17YfE5G/?spm_id_from=333.1387.upload.video_card.click
• UCB2020 并行编程导论：https://www.bilibili.com/video/BV1Rwt3eEEjG/?spm_id_from=333.1387.upload.video_card.click
• ETH2023 异构系统编程：https://www.bilibili.com/video/BV1jXHZeuEwy/?spm_id_from=333.1387.upload.video_card.click
• UCB2022 并行计算：https://www.bilibili.com/video/BV1PS421978D/?spm_id_from=333.1387.upload.video_card.click
• CMU2016 并行计算架构与编程：https://www.bilibili.com/video/BV1Xf421q7pK/?spm_id_from=333.1387.upload.video_card.click
• MIT2018 软件系统性能工程：https://www.bilibili.com/video/BV1FT421v7RS/?spm_id_from=333.1387.upload.video_card.click

AI

• MIT2021 并行计算与机器学习：https://www.bilibili.com/video/BV1UBrkYGEVZ/?spm_id_from=333.1387.upload.video_card.click
• UCB2024 人工智能导论：https://www.bilibili.com/video/BV1F1qpYwEgy/?spm_id_from=333.1387.upload.video_card.click
• UCB2024 机器学习导论：https://www.bilibili.com/video/BV1bw6KYMEq3/?spm_id_from=333.1387.upload.video_card.click
• 斯坦福2022 机器学习：https://www.bilibili.com/video/BV1YtB2YXEne/?spm_id_from=333.1387.upload.video_card.click
• 密歇根2020 深度学习与计算机视觉：https://www.bilibili.com/video/BV1hhybYnE6n/?spm_id_from=333.1387.upload.video_card.click
• CMU2022 多模态机器学习：https://www.bilibili.com/video/BV1QvtZeGEp5/?spm_id_from=333.1387.upload.video_card.click
• CMU2024 深度学习导论：https://www.bilibili.com/video/BV1A6tQe1E2n/?spm_id_from=333.1387.upload.video_card.click
• 斯坦福2023 深度生成模型：https://www.bilibili.com/video/BV1NjH4eYE1v/?spm_id_from=333.1387.upload.video_card.click
• MIT2024 LLM基础模型与生成式AI：https://www.bilibili.com/video/BV1bz421b77C/?spm_id_from=333.1387.upload.video_card.click

计算机图形学：

• MIT2021 计算机图形学导论：https://www.bilibili.com/video/BV1gnDNYaE6s/?spm_id_from=333.1387.upload.video_card.click
• MIT2023 计算机图形学之形状分析：https://www.bilibili.com/video/BV1MAD4YWEfL/?spm_id_from=333.1387.upload.video_card.click