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< 全部學(xué)習(xí)路線
< 全部學(xué)習(xí)路線
人工智能學(xué)習(xí)路線
5
大
學(xué)習(xí)階段
30
門
在線課程
22
個
實戰(zhàn)案例
424
課時
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算法原理、框架精講、機器學(xué)習(xí)實戰(zhàn)、圖像識別實戰(zhàn)、自然語言處理實戰(zhàn)，人工智能技術(shù)一站式學(xué)習(xí)
學(xué)前小測驗
學(xué)前小測驗
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機器學(xué)習(xí)入門
TensorFlow框架及常用庫
機器學(xué)習(xí)實戰(zhàn)
自然語言處理實戰(zhàn)
圖像識別實戰(zhàn)
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學(xué)習(xí)路線
階段 1：機器學(xué)習(xí)入門
3門課程 | 128課時
學(xué)習(xí)前要求：Python編程基礎(chǔ)（
Python學(xué)習(xí)路線
），數(shù)學(xué)基礎(chǔ)（線性代數(shù)、概率論、數(shù)理統(tǒng)計）。
學(xué)習(xí)后將掌握：機器學(xué)習(xí)和深度學(xué)習(xí)的概念，常用的機器學(xué)習(xí)算法和神經(jīng)網(wǎng)絡(luò)算法。
一鍵加入所有課程
機器學(xué)習(xí)概覽及常用算法
免費
13課時
開始學(xué)習(xí)
機器學(xué)習(xí)算法詳解
免費
79課時
開始學(xué)習(xí)
神經(jīng)網(wǎng)絡(luò)基礎(chǔ)
免費
36課時
開始學(xué)習(xí)
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階段 2：TensorFlow框架及常用庫
4門課程 | 78課時
學(xué)習(xí)前要求：Python編程基礎(chǔ)，了解常用的機器學(xué)習(xí)算法原理及實現(xiàn)，一定的英語讀能力。
學(xué)習(xí)后將掌握：TensorFlow的基本使用，常用的Python科學(xué)計算庫的使用。
一鍵加入所有課程
深度學(xué)習(xí)框架TensorFlow入門
免費
24課時
開始學(xué)習(xí)
科學(xué)計算庫NumPy快速入門
免費
14課時
開始學(xué)習(xí)
數(shù)據(jù)分析庫Panda快速入門
免費
22課時
開始學(xué)習(xí)
數(shù)據(jù)可視化庫Matplotlib快速入門
免費
18課時
開始學(xué)習(xí)
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階段 3：機器學(xué)習(xí)實戰(zhàn)
9門課程 I 94課時
學(xué)習(xí)前要求：了解常用機器學(xué)習(xí)算法、神經(jīng)網(wǎng)絡(luò)，了解TensorFlow框架及Python相關(guān)庫的使用方法。
學(xué)習(xí)后將掌握：機器學(xué)習(xí)算法、神經(jīng)網(wǎng)絡(luò)的實戰(zhàn)應(yīng)用，阿里云機器學(xué)習(xí)PAI平臺的操作。
基于PAI的機器學(xué)習(xí)實戰(zhàn)
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從零構(gòu)建推薦系統(tǒng)
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15課時
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基于貝葉斯的新聞分類
￥ 9.9
11課時
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基于隨機森林的氣溫預(yù)測
￥ 9.9
14課時
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基于LSTM的文本情感分析
￥ 9.9
7課時
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從零開始卷積神經(jīng)網(wǎng)絡(luò)
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16課時
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RNN時間序列分析
￥ 9.9
5課時
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使用lightgbm進行飯店流量預(yù)測
￥ 9.9
6課時
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使用Word2vec進行文本分類
￥ 9.9
10課時
免費試看
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階段 4：自然語言處理實戰(zhàn)
7門課程 | 67課時
學(xué)習(xí)前要求：了解神經(jīng)網(wǎng)絡(luò)，了解TensorFlow框架及Python相關(guān)庫的使用方法。
學(xué)習(xí)后將掌握：機器學(xué)習(xí)/深度學(xué)習(xí)技術(shù)在自然語言處理（NLP）領(lǐng)域的實戰(zhàn)應(yīng)用。
深度學(xué)習(xí)與自然語言處理
免費
24課時
開始學(xué)習(xí)
對話機器人
￥ 9.9
7課時
免費試看
AI寫唐詩
￥ 9.9
12課時
免費試看
AI輸入法
￥ 9.9
5課時
免費試看
機器翻譯
￥ 9.9
6課時
免費試看
根據(jù)姓名預(yù)測性別
￥ 9.9
5課時
免費試看
文本相似度分析
￥ 9.9
8課時
免費試看
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階段 5：圖像識別實戰(zhàn)
7門課程 I 57課時
學(xué)習(xí)前要求：了解神經(jīng)網(wǎng)絡(luò)，了解TensorFlow框架及Python相關(guān)庫的使用方法。
學(xué)習(xí)后將掌握：機器學(xué)習(xí)/深度學(xué)習(xí)技術(shù)在圖像識別處理領(lǐng)域的實戰(zhàn)應(yīng)用。
人臉檢測
￥ 9.9
17課時
免費試看
貓狗識別
￥ 9.9
6課時
免費試看
行為識別
￥ 9.9
4課時
免費試看
驗證碼識別
￥ 9.9
5課時
免費試看
CIFAR圖像分類
￥ 9.9
10課時
免費試看
圖像超分辨率重構(gòu)
￥ 9.9
10課時
免費試看
圖像修復(fù)
￥ 9.9
10課時
免費試看
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課程合作伙伴
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