本書內(nèi)容涵蓋了人工智能的基本概念、常見(jiàn)應(yīng)用以及智慧社會(huì)下人工智能的倫理、安全與發(fā)展，體現(xiàn)"科”與"技”并重，以幫助學(xué)生認(rèn)識(shí)和感受到人工智能的魅力，理解其發(fā)展必須遵循的倫理道德規(guī)范，認(rèn)識(shí)到智慧社會(huì)帶來(lái)的新機(jī)遇與新挑戰(zhàn)。為使教學(xué)更具趣味性，選擇了免代碼編程的模塊化、圖形化編程平臺(tái)，讓學(xué)生在實(shí)踐中體驗(yàn)人工智能的應(yīng)用場(chǎng)景，加深原理的理解。同時(shí)，針對(duì)所有案例集中的內(nèi)容提供了豐富的教學(xué)資源和微課，幫助教師輕松開(kāi)展教學(xué)工作，拿到書即可開(kāi)課。
趙瑩瑩，信息科技教師，人工智能社團(tuán)輔導(dǎo)教師，致力于推動(dòng)人工智能課程的發(fā)展和科技創(chuàng)新教育。獲東城區(qū)科技教育"園丁獎(jiǎng)”；東城區(qū)教育系統(tǒng)"育人獎(jiǎng)”。對(duì)課程設(shè)計(jì)有深入研究，多次承擔(dān)區(qū)級(jí)以上公開(kāi)課，不斷總結(jié)精品課設(shè)計(jì)方法，獲東城區(qū)"東興杯”教師基本功展示活動(dòng)一等獎(jiǎng)、北京市中小學(xué)優(yōu)秀課堂教學(xué)設(shè)計(jì)征集與評(píng)選活動(dòng)獲一等獎(jiǎng)等獎(jiǎng)勵(lì)。參與市、區(qū)級(jí)多項(xiàng)課題研究，主持課題《基于跨學(xué)科主題學(xué)習(xí)的初中人工智能課程的設(shè)計(jì)與優(yōu)化》研究，撰寫論文5篇發(fā)表中小學(xué)信息技術(shù)教育雜志，參與《3D創(chuàng)意魔法書》、《STEAM課程項(xiàng)目手冊(cè)》、《人工智能通識(shí)講義》等科普教材編寫，不斷總結(jié)教學(xué)經(jīng)驗(yàn)，勇于迎接新的教學(xué)挑戰(zhàn)。在科技教育方面，輔導(dǎo)學(xué)生參加全國(guó)青少年人工智能創(chuàng)新挑戰(zhàn)賽、東城區(qū)科技創(chuàng)新大賽，北京小院士科技教育活動(dòng)等科技比賽中獲一等獎(jiǎng)，輔導(dǎo)學(xué)生參加國(guó)家級(jí)、市區(qū)級(jí)各項(xiàng)科技比賽，獲得一等獎(jiǎng)36次，二等獎(jiǎng)37次，三等獎(jiǎng)13次。
項(xiàng)目一 初識(shí)人工智能······················································································1
項(xiàng)目二 語(yǔ)音識(shí)別：我的語(yǔ)音小管家····································································9
項(xiàng)目三 語(yǔ)音合成：探秘排隊(duì)叫號(hào)····································································.17
項(xiàng)目四 聲紋識(shí)別：跟“機(jī)智過(guò)人”學(xué)聲紋識(shí)別··················································.25
項(xiàng)目五 聲音分類：北京雨燕——基于循環(huán)神經(jīng)網(wǎng)絡(luò)的聲音分類·····························.33
項(xiàng)目六 圖像分類：基于卷積神經(jīng)網(wǎng)絡(luò)的人臉性別識(shí)別·········································.53
項(xiàng)目七 目標(biāo)檢測(cè)：疫情中的AI······································································.69
項(xiàng)目八 人臉識(shí)別：人臉識(shí)別就餐計(jì)費(fèi)······························································.77
項(xiàng)目九 AI 預(yù)測(cè)2 型糖尿病患病風(fēng)險(xiǎn)及干預(yù)措施研究··········································.91
項(xiàng)目十 生成式人工智能與智慧生活·······························································.101
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