AIGC與人工智能應用

目 錄
項目1 你好，AI！你的新超能工具包 ················································································1
任務1.1 什麼是AI？它能幫你做什麼？ ·····································································2
一、身邊的人工智能應用 ····························································································2
二、人工智能的定義與分類 ·························································································4
三、人工智能的三大核心能力 ······················································································5
任務1.2 AI 的故事：從科幻到現實 ············································································7
一、萌芽期：天才的預言與最初的夢想 ··········································································8
二、突破期：在沈寂中覺醒 ·························································································8
三、爆發期：AI 的“黃金時代” ···············································································.10
任務1.3 認識AI“大腦”：國內主流大模型實用指南 ···············································.10
一、國內主流大模型速覽 ·························································································.11
二、重點介紹：DeepSeek——你的編程與邏輯思考利器 ··················································.11
三、其他各具特色的大模型 ······················································································.12
任務1.4 探究人工智能：現狀、啟示與素養 ····························································.12
一、我國人工智能發展現狀 ······················································································.13
二、人工智能發展的啟示 ·························································································.13
三、高校學生應具備的人工智能素養 ··········································································.13
項目實訓 ···················································································································.14
實訓1：AI 工具對決 ······························································································.14
實訓2：生活中的AI 偵探 ························································································.14
思考與練習 ···············································································································.15
項目2 揭秘AI：它究竟是如何“思考”的？ ·································································.16
任務2.1 機器學習：讓機器像你一樣會學習 ····························································.17
一、機器學習的定義 ·······························································································.17
二、機器學習的分類 ·······························································································.18
三、機器學習的應用 ·······························································································.19
任務2.2 深度學習：模仿大腦的“超級學霸” ·························································.21
一、深度學習的定義 ·······························································································.21
二、深度學習的常用模型 ·························································································.22
三、深度學習的應用 ·······························································································.22
任務2.3 計算機視覺：給機器一雙“慧眼” ····························································.23
一、計算機視覺的定義 ····························································································.24
二、計算機視覺的核心技術 ······················································································.24
三、計算機視覺的應用 ····························································································.25
任務2.4 自然語言處理：教機器“聽懂”人話 ·························································.26
一、自然語言處理的定義 ·························································································.26
二、自然語言處理的主要任務 ···················································································.27
三、自然語言處理的應用 ·························································································.27
項目實訓 ···················································································································.29
實訓1：體驗不同類型的機器學習 ·············································································.29
實訓2：AI 技術應用場景分析 ··················································································.29
思考與練習 ···············································································································.30
項目3 AIGC 入門：你的私人內容創作工坊 ··································································.31
任務3.1 認識AIGC：AI 變身“創造者” ································································.32
一、什麼是AIGC ···································································································.32
二、AIGC 的特點 ···································································································.34
三、AIGC 的發展歷程 ·····························································································.34
任務3.2 AIGC 工具箱：十八般武藝樣樣精通 ··························································.35
一、對話聊天工具 ··································································································.36
二、寫作工具 ········································································································.38
三、圖像工具 ········································································································.40
四、視頻工具 ········································································································.42
五、編程工具 ········································································································.43
任務3.3 和AI“說話”的藝術：提示詞入門 ···························································.44
一、認識提示詞 ·····································································································.44
二、常見的提示詞陷阱與應對策略 ·············································································.45
三、認識提示詞鏈 ··································································································.46
任務3.4 AIGC 的機遇與挑戰：現實與遠方 ·····························································.47
一、現階段AIGC 面臨的挑戰 ···················································································.47
二、AIGC 的發展趨勢 ·····························································································.47
項目實訓 ···················································································································.48
實訓1：AIGC 工具大比拼 ·······················································································.48
實訓2：提示詞魔法實驗 ·························································································.48
思考與練習 ···············································································································.49
項目4 文本創作新勢力：AIGC 筆下的萬千世界 ···························································.50
任務4.1 職業文書與辦公自動化：AI 幫你搞定“文字工作” ···································.51
一、撰寫公文與報告：規範與效率 ·············································································.51
二、策劃方案：從構思到成文 ···················································································.58
三、數據洞察與報告摘要：從數據到觀點 ····································································.61
任務4.2 學習研究與知識管理：AI 做你的“全能學伴” ··········································.64
一、知識梳理與信息總結：構建個人知識體系 ······························································.65
二、學業輔導與問題求解：AI 作為私人教師 ································································.70
三、演示文稿（PPT）制作：從文本到視覺化呈現 ························································.73
任務4.3 創意寫作與生活應用：AI 激發你的“表達欲” ··········································.78
一、營銷推廣：從種草到破圈 ···················································································.78
二、多媒體內容創作：從文字到視聽 ··········································································.83
三、文學藝術創作：靈感與表達的協奏 ·······································································.87
項目實訓 ···················································································································.91
實訓1：公文寫作大挑戰 ·························································································.91
實訓2：營銷文案風格實驗 ······················································································.92
實訓3：學習資料智能整理 ······················································································.92
思考與練習 ···············································································································.92
項目5 圖像創作新範式：AIGC 勾勒的視覺天地 ···························································.94
任務5.1 營銷與商業設計應用：AI“畫”出商業價值 ··············································.95
一、營銷物料主視覺設計 ·························································································.95
二、產品概念圖與原型圖創作 ···················································································104
任務5.2 藝術創作與風格化表達：AI 陪你“玩”藝術 ·············································108
一、數字藝術與插畫創作 ·························································································108
二、藝術風格遷移 ·································································································.113
任務5.3 教育與內容創作應用：AI 點亮知識的“視覺火花” ··································.115
一、教學與科普插圖制作 ························································································.116
二、新媒體文章與視頻配圖 ·····················································································.119
三、建築與室內設計可視化 ······················································································121
任務5.4 生活娛樂與個性化應用：AI 打造你的“專屬形象” ···································126
一、個性化頭像：你的網絡通行證 ·············································································126
二、AI 虛擬試衣間：你的百變衣櫥 ············································································130
項目實訓 ···················································································································134
實訓1：AI 商業海報創作挑戰 ··················································································134
實訓2：藝術風格遷移實驗 ······················································································134
實訓3：教學插圖可視化任務 ···················································································135
思考與練習 ···············································································································135
項目6 開口就能“唱”，動筆就能“奏”：你的AI 音樂與聲音工坊 ·································137
任務6.1 文本轉語音（TTS）與智能配音：讓文字“開口說話” ······························138
任務6.2 AI 音樂創作與生成：一句話“譜寫”你的專屬 BGM ································143
項目實訓 ···················································································································148
實訓1：校園廣播劇配音挑戰 ···················································································148
實訓2：BGM 風格實驗 ···························································································148
思考與練習 ···············································································································148
項目7 一句話拍大片：AI 視頻創作超能力·····································································150
任務7.1 營銷與內容創作應用：AI“導演”你的創意大片 ·······································151
一、創意廣告與宣傳短片生成 ···················································································151
二、社交媒體內容與Vlog 素材豐富 ···········································································156
任務7.2 新聞與教育領域應用：AI“主播”與“教師”上線 ····································161
一、AI 數字人新聞播報 ···························································································162
二、教學課件與知識講解 ·························································································166
項目實訓 ···················································································································176
實訓1：AI 廣告導演挑戰 ························································································176
實訓2：老照片動態復活計劃 ···················································································176
實訓3：AI 數字人校園新聞播報 ···············································································176
思考與練習 ···············································································································177
項目8 你的編程“神隊友”：讓AI 幫你寫代碼、改Bug ···············································178
任務8.1 編寫代碼：讓AI 做你的編程“神隊友” ···················································179
一、生成代碼 ········································································································179
二、優化代碼 ········································································································182
任務8.2 修正代碼錯誤：讓AI 幫你“找碴” ··························································185
任務8.3 編寫測試腳本：讓AI 當你的“質檢員” ···················································189
任務8.4 解釋錯誤信息：讓AI 為你“翻譯”報錯 ···················································192
項目實訓 ···················································································································195
實訓1：AI 代碼生成挑戰賽 ·····················································································195
實訓2：代碼優化大改造 ·························································································195
實訓3：AI 協助Debug 實戰 ·····················································································195
思考與練習 ···············································································································196
項目9 AI 時代的責任與未來：倫理、版權與職業規劃 ···················································197
任務9.1 AI 與社會：成為負責任的從業者 ·······························································198
一、AI 的倫理與安全挑戰：職場必修課 ······································································198
二、AI 創作與版權歸屬：職業環境下的權責 ································································200
任務9.2 展望AI：規劃你的職業軌跡 ······································································201
一、AI 的未來：從助手到自主夥伴 ············································································201
二、你的AI 職業藍圖：從操作員到創新者 ··································································204
項目實訓 ···················································································································205
實訓1：AI 倫理偵探行動 ························································································205
實訓2：AI 創作版權小測試 ·····················································································206
實訓3：我的AI 職業規劃卡 ·····················································································206
思考與練習 ···············································································································206