Artificial Intelligence - the most applied stuff - Data Analysis + Distributed AI + NLP培訓

  1. 大數據培訓
  2. Apache Spark培訓
  3. Apache Spark MLlib培訓
  4. Artificial Intelligence - the most applied stuff - Data Analysis + Distributed AI + NLP培訓

課程代碼

aitech

課程時長

21 時間： 同常來說包括休息是 3天

課程簡介

  1. 大數據下的分布式
    1.  數據挖掘方法(訓練單機型+分布式的預測: 傳統機器學習算法+Mapreduce 分布式預測,)
    2. Apache Spark MLlib
  2. 推薦與廣告精准投放：
    1. 自然語言的部分
    2. 文本聚類，文本分類（標簽），同義詞
    3. 用戶profile還原，標簽體系
    4. 推薦算法的策略
    5. 類之間的lift, 類內的lift, 如何精准
    6. 如何構建推薦算法的閉環
  3. 邏輯回歸，RankingSVM,
  4. 特征識別：（深度學習與圖形的自動特征識別）
  5. 自然語言
    1. 中文分詞
    2. 主題模型(文本聚類)
    3. 文本分類
    4. 提取關鍵詞
    5. 語義分析 sementic parser, word2vec到詞向量
    6. RNN Long short-term memory (TSTM) Architecture

客戶評論

★★★★★
★★★★★

課程分類

相關課程

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