國(guó)外小組科研—密集項(xiàng)目：計(jì)算機(jī)與人工智能專題： Hello World 從Python/C語(yǔ)法到面向?qū)ο缶幊碳癆I算法【高中組】

開(kāi)始日期：

2023年7月8日

專業(yè)方向：

計(jì)算機(jī)與人工智能

導(dǎo)師：

Patrick（牛津大學(xué) University of Oxford 終身教授）

課程周期：

4周在線小組科研學(xué)習(xí)+2周不限時(shí)論文指導(dǎo)學(xué)習(xí)

語(yǔ)言：

英文

建議學(xué)生年級(jí)：

高中生

項(xiàng)目產(chǎn)出：

4周在線小組科研學(xué)習(xí)+2周不限時(shí)論文指導(dǎo)學(xué)習(xí) 共125課時(shí) 項(xiàng)目報(bào)告 優(yōu)秀學(xué)員獲主導(dǎo)師Reference Letter EI/CPCI/Scopus/ProQuest/Crossref/EBSCO或同等級(jí)別索引國(guó)際會(huì)議全文投遞與發(fā)表指導(dǎo)（可用于申請(qǐng)） 結(jié)業(yè)證書(shū) 成績(jī)單

項(xiàng)目介紹：

本項(xiàng)目以Python為主要編程平臺(tái)介紹計(jì)算機(jī)編程的基礎(chǔ)知識(shí)。學(xué)生將接觸到經(jīng)典的計(jì)算概念和算法，如搜索和排序，同時(shí)還將獲得具體的工作知識(shí)的Python和一些實(shí)用用的庫(kù)的科學(xué)計(jì)算和機(jī)器學(xué)習(xí)。學(xué)生將學(xué)習(xí)如何開(kāi)發(fā)和實(shí)現(xiàn)高效的代碼，使用面向?qū)ο缶幊?，基本的C語(yǔ)言命令(在Python中調(diào)用以加快計(jì)算)，以及(可能)GPU編程(不需要訪問(wèn)GPU)。本課程旨在為沒(méi)有(或很少)編程經(jīng)驗(yàn)的學(xué)生提供他們需要在數(shù)據(jù)科學(xué)和人工智能的多個(gè)主題中工作的主要知識(shí)，例如TensorFlow和神經(jīng)網(wǎng)絡(luò)。This course introduces the basics of computer programming, using Python as primary coding platform. Students will be exposed to classical computational concepts and algorithms, such as searching and sorting, while also acquiring concrete working knowledge with Python and some of the most useful libraries for scientific computing and machine learning. Students will learn how to develop and implement efficient code, using object-orienting programming, basic C commands (called within Python to speed up computations), and (possibly) also GPU programming (access to GPUs is *not* needed). This course is intended for students with no (or little) programming experience, and it aims to be as accessible as possible. At the same time, the course aims to equip students with the main knowledge they need to work on multiple topics in data science and artificial intelligence, e.g. covering TensorFlow and neural networks.